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Lei T, Zheng Q, Feng J, Zhang L, Zhou Q, He M, Lin M, Xie HN. Enhancing trainee performance in obstetric ultrasound through an artificial intelligence system: randomized controlled trial. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2024; 64:453-462. [PMID: 39289903 DOI: 10.1002/uog.29101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 07/15/2024] [Accepted: 07/29/2024] [Indexed: 09/19/2024]
Abstract
OBJECTIVE Performing obstetric ultrasound scans is challenging for inexperienced operators; therefore, the prenatal screening artificial intelligence system (PSAIS) software was developed to provide real-time feedback and guidance for trainees during their scanning procedures. The aim of this study was to investigate the potential benefits of utilizing such an artificial intelligence system to enhance the efficiency of obstetric ultrasound training in acquiring and interpreting standard basic views. METHODS A prospective, single-center randomized controlled study was conducted at The First Affiliated Hospital of Sun Yat-sen University. From September 2022 to April 2023, residents with no prior obstetric ultrasound experience were recruited and assigned randomly to either a PSAIS-assisted training group or a conventional training group. Each trainee underwent a four-cycle practical scan training program, performing 20 scans in each cycle on pregnant volunteers at 18-32 gestational weeks, focusing on acquiring and interpreting standard basic views. At the end of each cycle, a test scan evaluated trainees' ability to obtain standard ultrasound views without PSAIS assistance, and image quality was rated by both the trainees themselves and an expert (in a blinded manner). The primary outcome was the number of training cycles required for each trainee to meet a certain standard of proficiency (i.e. end-of-cycle test scored by the expert at ≥ 80%). Secondary outcomes included the expert ratings of the image quality in each trainee's end-of-cycle test and the discordance between ratings by trainees and the expert. RESULTS In total, 32 residents and 1809 pregnant women (2720 scans) were recruited for the study. The PSAIS-assisted trainee group required significantly fewer training cycles compared with the non-PSAIS-assisted group to meet quality requirements (P = 0.037). Based on the expert ratings of image quality, the PSAIS-assisted training group exhibited superior ability in acquiring standard imaging views compared with the conventional training group in the third (P = 0.012) and fourth (P < 0.001) cycles. In both groups, the discordance between trainees' ratings of the quality of their own images and the expert's ratings decreased with increasing training time. A statistically significant difference in overall trainee-expert rating discordance between the two groups emerged at the end of the first training cycle and remained at every cycle thereafter (P < 0.013). CONCLUSION By assisting inexperienced trainees in obtaining and interpreting standard basic obstetric scanning views, the use of artificial intelligence-assisted systems has the potential to improve training effectiveness. © 2024 International Society of Ultrasound in Obstetrics and Gynecology.
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Affiliation(s)
- T Lei
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Q Zheng
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - J Feng
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - L Zhang
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - Q Zhou
- Clinical Trials Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - M He
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - M Lin
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
| | - H N Xie
- Department of Ultrasonic Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China
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Cal EM, Gunnell E, Olinger K, Benefield T, Nelson J, Maggioncalda E, McGinty K. Utility of tele-guidance for point-of-care ultrasound: a single center prospective diagnostic study. J Ultrasound 2024; 27:519-525. [PMID: 38340216 PMCID: PMC11333636 DOI: 10.1007/s40477-023-00860-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Accepted: 12/05/2023] [Indexed: 02/12/2024] Open
Abstract
BACKGROUND Point-of-care-ultrasound (POCUS) improves diagnostic accuracy and expedites lifesaving procedures. Remote areas disproportionately underuse ultrasound (US) due to a dearth of US trained professionals, imaging tools, and lack of quality assurance. Handheld US probes have been approved for diagnostic imaging but there have been limited studies examining their tele-guidance features. This study investigates whether physician tele-guidance improved ultrasound image acquisition by untrained scanners. METHODS To determine the effectiveness of tele-guidance for ultrasound image acquisition, 30 participants (15 in each study arm: experimental and control) with no ultrasound or medical experience gathered images of the heart, right kidney, and gallbladder of a standardized patient using a handheld ultrasound probe (Butterfly iQ +). All participants watched a standardized ultrasound tutorial video and were randomized into the control or experimental group. A physician assisted the experimental group using ultrasound probe's tele-guidance feature while the control group received no assistance. Time to image acquisition was recorded for both groups, and the images were graded by 3 blinded radiologists using the RACE tool to determine image and diagnostic quality. RESULTS There was evidence that mean imaging time was greater in the control group for the heart, right kidney, and gallbladder (p < 0.0001, all; Cohen's DL: 2.0, 1.7, 3.0, respectively). Similarly, there was evidence that the predicted mean image quality for the heart, right kidney, and gallbladder was higher for the experimental group compared to the control group (3.46 versus 1.86, 4.49 versus 1.58, and 3.93 versus 1.5, respectively; p < 0.0001, all). There was also evidence that the diagnostic quality of images had a statistically higher predicted probability of meaningful interpretation for the experimental group for pericardial fluid, intraperitoneal fluid, and acute cholecystitis (p = 0.003, p < 0.0001, p < 0.0001, respectively). CONCLUSIONS Tele-guidance improves time to image acquisition and clinical applicability of ultrasound images obtained by untrained scanners.
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Affiliation(s)
- Eric M Cal
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA.
| | - Elias Gunnell
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
| | - Kristen Olinger
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
| | - Thad Benefield
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
| | - Jacob Nelson
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
| | - Elise Maggioncalda
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
| | - Katrina McGinty
- The University of North Carolina at Chapel Hill School of Medicine, 2229 Legacy Oak Drive Waxhaw, Chapel Hill, NC, 28173, USA
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Kubo E, Nagata M, Yoshinaga N. The use of ultrasonography in education for undergraduate nursing students: A literature review. Jpn J Nurs Sci 2024; 21:e12596. [PMID: 38527918 DOI: 10.1111/jjns.12596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 02/22/2024] [Accepted: 02/26/2024] [Indexed: 03/27/2024]
Abstract
AIM The incorporation of ultrasonography into nursing practice is becoming more common, but how ultrasonography is used or applied in nursing student education is still unclear. This study aimed to review and synthesize relevant literature on the use of ultrasonography in education for undergraduate nursing students. METHODS An electronic literature search was conducted in June 2022 (updated in June 2023) using MEDLINE, CINAHL, Scopus, and Ichushi-Web databases. Two researchers independently screened/assessed the eligibility of the studies, synthesized extracted data using a narrative synthesis (due to anticipated heterogeneity across studies), and evaluated the methodological quality of quantitative studies using the Medical Education Research Study Quality Instrument. RESULTS Thirteen peer-reviewed articles were included in the review. All of the studies were conducted in high-income countries, and the majority of them employed an uncontrolled single-group design. Ultrasonography was used mainly for visualizing the vascular system to improve students' puncture skills, but it was also used with various other applications. The included studies were predominantly of moderate quality and heterogeneous, but all of them reported at least some benefits in nursing student education, such as enhancing knowledge and understanding of subcutaneous anatomical structures, and improving confidence in and/or skills of venipuncture and other visualization/assessment methods. CONCLUSIONS This review provides a broad perspective and highlights the potential use of ultrasonography in education for undergraduate nursing students. Further research is needed to develop standardized teaching methods/curriculum and competency assessments in order to ensure minimum competency standards for students and to improve clinical outcomes for patients.
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Affiliation(s)
- Eri Kubo
- School of Nursing, Faculty of Medicine, University of Miyazaki, Miyazaki, Japan
| | - Miu Nagata
- Department of Nursing, University of Miyazaki Hospital, Miyazaki, Japan
- Faculty of Medicine, University of Miyazaki, Miyazaki, Japan
| | - Naoki Yoshinaga
- School of Nursing, Faculty of Medicine, University of Miyazaki, Miyazaki, Japan
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Hao M, Guo J, Liu C, Chen C, Wang S. Development and preliminary testing of a prior knowledge-based visual navigation system for cardiac ultrasound scanning. Biomed Eng Lett 2024; 14:307-316. [PMID: 38374906 PMCID: PMC10874367 DOI: 10.1007/s13534-023-00338-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 11/21/2023] [Accepted: 11/28/2023] [Indexed: 02/21/2024] Open
Abstract
Purpose Ultrasound is widely used to diagnose disease and guide surgery because it is versatile, inexpensive and radiation-free. However, image acquisition is dependent on the operation of a professional sonographer, which is a difficult skill to learn for a wider range of non-sonographers. Methods We propose a prior knowledge-based visual navigation method to obtain three important standard ultrasound views of the heart, based on the sonographer's skill learning and augmented reality prompts. The key information about the probe movement was captured using vision-based tracking and normalisation methods on 14 volunteers, based on a professional sonographer's practice. An augmented reality-based navigation method was then proposed to guide operators with no ultrasound experience to find standard views of the heart in a second set of three volunteers. Results Through quantitative analysis and qualitative scoring, the results showed that the proposed method can effectively guide non-sonographers to obtain standard views with diagnostic value. Conclusion It is believed that the method proposed in this paper has clear application value in primary care, and expansion of the data will allow the accuracy of the navigation to be further improved.
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Affiliation(s)
- Mingrui Hao
- State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100043 China
| | - Jun Guo
- Hangtian Center Hospital, Beijing, 100049 China
| | - Cuicui Liu
- Hangtian Center Hospital, Beijing, 100049 China
| | - Chen Chen
- State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
| | - Shuangyi Wang
- State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, 100190 China
- School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, 100043 China
- Centre for Artificial Intelligence and Robotics, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, China
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Junge K, Larsen JD, Stougaard SW, Jensen RO, Falster C, Posth S, Nielsen AB, Laursen CB, Konge L, Graumann O, Pietersen PI. Education in Focused Assessment With Sonography for Trauma Using Immersive Virtual Reality: A Prospective, Interventional Cohort Study and Non-inferiority Analysis With a Historical Control. ULTRASOUND IN MEDICINE & BIOLOGY 2024; 50:277-284. [PMID: 38040522 DOI: 10.1016/j.ultrasmedbio.2023.10.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 10/04/2023] [Accepted: 10/29/2023] [Indexed: 12/03/2023]
Abstract
OBJECTIVE Focused assessment with sonography for trauma (FAST) is a valuable ultrasound procedure in emergency settings, and there is a need for evidence-based education in FAST to ensure competencies. Immersive virtual reality (IVR) is a progressive training modality gaining traction in the field of ultrasound training. IVR holds several economic and practical advantages to the common instructor-led FAST courses using screen-based simulation (SBS). METHODS This prospective, interventional cohort study investigated whether training FAST using IVR unsupervised and out-of-hospital was non-inferior to a historical control group training at a 90 min SBS course in terms of developing FAST competencies in novices. Competencies were assessed in both groups using the same post-training simulation-based FAST test with validity evidence, and a non-inferiority margin of 2 points was chosen. RESULTS A total of 27 medical students attended the IVR course, and 27 junior doctors attended the SBS course. The IVR group trained for a median time of 117 min and scored a mean 14.2 ± 2.0 points, compared with a mean 13.7 ± 2.5 points in the SBS group. As the lower bound of the 95% confidence interval at 13.6 was within the range of the non-inferiority margin (11.7-13.7 points), training FAST in IVR for a median of 117 min was found non-inferior to training at a 90 min SBS course. No significant correlation was found between time spent in IVR and test scores. CONCLUSION Within the limitations of the use of a historical control group, the results suggest that IVR could be an alternative to SBS FAST training and suitable for unsupervised, out-of-hospital courses in basic FAST competencies.
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Affiliation(s)
- Kirstine Junge
- Department of Radiology, Odense University Hospital, Odense, Denmark; Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark.
| | - Jonas D Larsen
- Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
| | - Sarah W Stougaard
- Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
| | - Rune O Jensen
- Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark; Department of Emergency Medicine, Sygehus Lillebaelt, Kolding, Denmark
| | - Casper Falster
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark; Odense Respiratory Research Unit (ODIN), Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Stefan Posth
- Department of Emergency Medicine, Odense University Hospital, Odense, Denmark
| | - Anders B Nielsen
- Regional Center for Technical Simulation (SimC), Odense University Hospital, Odense, Denmark; Department of Anesthesiology and Intensive Care, Odense University Hospital, Svendborg, Denmark
| | - Christian B Laursen
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark; Odense Respiratory Research Unit (ODIN), Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Lars Konge
- Regional Center for Technical Simulation (SimC), Odense University Hospital, Odense, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Center for Human Resources and Education, The Capital Region of Denmark, Copenhagen, Denmark
| | - Ole Graumann
- Department of Radiology, Aarhus University Hospital, Aarhus, Denmark; Aarhus University, Aarhus, Denmark
| | - Pia I Pietersen
- Department of Radiology, Odense University Hospital, Odense, Denmark; Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
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Bidner A, Bezak E, Parange N. Antenatal ultrasound needs-analysis survey of Australian rural/remote healthcare clinicians: recommendations for improved service quality and access. BMC Public Health 2023; 23:2268. [PMID: 37978505 PMCID: PMC10655468 DOI: 10.1186/s12889-023-17106-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Accepted: 10/30/2023] [Indexed: 11/19/2023] Open
Abstract
BACKGROUND Ultrasound is the primary diagnostic tool in pregnancy, capable of identifying high-risk pregnancies and life-threatening conditions, allowing for appropriate management to prevent maternal and fetal morbidity and mortality. Women and babies from rural and remote Australia and low-resource areas worldwide experience poorer health outcomes and barriers to accessing antenatal care and imaging services. Healthcare clinicians working in these regions face significant challenges practising with limited resources and accessing training opportunities. OBJECTIVE To perform an exploratory needs-analysis survey investigating the availability, accessibility and use of antenatal ultrasound in rural Australia, exploring rural clinicians' interest in and access to ultrasound training opportunities. METHODS The survey tool for this cross-sectional study was designed and distributed as an anonymous online questionnaire targeting healthcare clinicians (doctors, nurses, midwives, clinic managers, Aboriginal healthcare workers) providing antenatal care in rural regions. Descriptive analysis was applied to quantitative data and thematic analysis was used to explore qualitative components. RESULTS A total of 114 valid survey responses were analysed. Overall, 39% (43/111) reported ultrasound was not used when providing antenatal care to patients at their clinic, stating 'Lack of ultrasound equipment (73%,29/40) and inaccessibility of training opportunities (47%,19/40) as the main reasons. For those with ultrasound (61%,68/111), estimating due date (89%,57/64) was the main use, and limited training/skills to operate the equipment (59%,38/64) and inaccessibility/distance of training opportunities (45%,29/64) were the most commonly reported barriers. Clinicians described a lack of childcare options (73%,74/102), long distances to reach ultrasound services (64%,65/102), appointment (59%,60/102) and transport availability/times (46%,47/102) as the main obstacles to patient access. Increased attendance, compliance with care directives, parental bonding and improved lifestyle choices were described by respondents as positive outcomes of antenatal ultrasound use. CONCLUSIONS Future efforts to combat inequitable service access must adopt a coordinated approach to meet the needs of pregnant women in low-resource settings. Providing portable ultrasound equipment, training in antenatal Point-of-Care ultrasound (PoCUS) with ongoing support/mentoring and accreditation of health professionals could strengthen rural workforce capacity. This, along with addressing the complex economic, environmental and socio-cultural barriers faced by patients, could improve service access and pregnancy outcomes in rural and remote communities.
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Affiliation(s)
- Amber Bidner
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, Adelaide, SA, 5001, Australia.
| | - Eva Bezak
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, Adelaide, SA, 5001, Australia
- Department of Physics, The University of Adelaide, North Terrace, Adelaide, SA, 5001, Australia
| | - Nayana Parange
- Allied Health and Human Performance, The University of South Australia, Corner of North Terrace and Frome Road, Adelaide, SA, 5001, Australia
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Mubuuke AG, Erem G, Nassanga R, Kiguli-Malwadde E. Point of care obstetric ultrasound training for midwives and nurses: implementation and experiences of trainees at a rural based hospital in Sub-saharan Africa: a qualitative study. BMC Res Notes 2023; 16:287. [PMID: 37875986 PMCID: PMC10598935 DOI: 10.1186/s13104-023-06569-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2022] [Accepted: 10/11/2023] [Indexed: 10/26/2023] Open
Abstract
BACKGROUND Point of care ultrasound training has been successfully implemented in some settings. This has been done due to a shortage of radiology human resource gap especially in the rural areas of low-resource settings. The purpose of the study was to implement a point of care obstetric ultrasound training program for midwives and nurses and explore their experiences following the training at a rural based hospital in Uganda. METHODS It was an exploratory qualitative study with some elements of implementation research design involving midwives and nurses that had undergone obstetric ultrasound training at Kiwoko hospital, a rural-based hospital in Uganda. Purposive sampling was used to select twenty-five midwives and nurses. These participants underwent a 6-weeks training in point of care obstetric ultrasound. Following the training, in-depth interviews were conducted to obtain the experiences of the participants. RESULTS The training was conducted by qualified radiologists and sonographers and it involved both didactic sessions and rigorous practical and clinical demonstrations and eventually real-time scanning of the women. Three key themes emerged from the interviews: (1) Gaining important obstetric ultrasound skills, (2) Improving management of pregnant women and (3) Positive for task-shifting. CONCLUSION The point of care obstetric ultrasound training program was successfully implemented at Kiwoko Hospital. The trainees reported positive experiences from the training and while only conducted at one rural health facility, the overwhelmingly positive experience from trainees underscores the importance of point of care obstetric ultrasound in delivering imaging services.
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Affiliation(s)
- Aloysius G Mubuuke
- Radiology Department, School of Medicine, Makerere University, Kampala, Uganda.
| | - Geoffrey Erem
- Radiology Department, School of Medicine, Makerere University, Kampala, Uganda
| | - Rita Nassanga
- Radiology Department, School of Medicine, Makerere University, Kampala, Uganda
| | - Elsie Kiguli-Malwadde
- Radiology Department, School of Medicine, Makerere University, Kampala, Uganda
- Health Workforce and Development, African Centre for Global Health and Social Transformation, Kampala, Uganda
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Calderon Martinez E, Ortiz-Garcia NY, Herrera Hernandez DA, Arriaga Escamilla D, Diaz Mendoza DL, Othon Martinez D, Ramirez LM, Reyes-Rivera J, Choudhari J, Michel G. Hypertrophic Cardiomyopathy Diagnosis and Treatment in High- and Low-Income Countries: A Narrative Review. Cureus 2023; 15:e46330. [PMID: 37916234 PMCID: PMC10618028 DOI: 10.7759/cureus.46330] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/30/2023] [Indexed: 11/03/2023] Open
Abstract
Hypertrophic cardiomyopathy (HCM) is a hereditary cardiac condition characterized by unexplained left ventricular hypertrophy without a hemodynamic cause. This condition is prevalent in the United States, resulting in various clinical manifestations, including diastolic dysfunction, left ventricular outflow obstruction, cardiac ischemia, and atrial fibrillation. HCM is associated with several genetic mutations, with sarcomeric mutations being the most common and contributing to a more complex disease course. Early diagnosis of HCM is essential for effective management, as late diagnosis often requires invasive treatments and creates a substantial financial burden. Disparities in HCM diagnosis and treatment exist between high-income and low-income countries. High-income countries have more resources to investigate and implement advanced diagnostic and treatment modalities. In contrast, low-income countries face challenges in accessing diagnostic equipment, trained personnel, and affordable medications, leading to a lower quality of life and life expectancy for affected individuals. Diagnostic tools for HCM include imaging studies such as 2D echocardiography, cardiovascular magnetic resonance (CMR), and electrocardiograms (ECGs). CMR is considered the gold standard but remains inaccessible to a significant portion of the world's population, especially in low-income countries. Genetics plays a crucial role in HCM, with numerous mutations identified in various genes. Genetic counseling is essential but often limited in low-income countries due to resource constraints. Disparities in healthcare access and adherence to treatment recommendations exist between high-income and low-income countries, leading to differences in patient outcomes. Addressing these disparities is essential to improve the overall management of HCM on a global scale. In conclusion, this review highlights the complex nature of HCM, emphasizing the importance of early diagnosis, genetic counseling, and access to appropriate diagnostic and therapeutic interventions. Addressing healthcare disparities is crucial to ensure that all individuals with HCM receive timely and effective care, regardless of their geographic location or socioeconomic status.
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Affiliation(s)
| | | | | | | | | | | | - Luz M Ramirez
- Pulmonology and Critical Care, Benemerita Universidad Autonoma de Puebla, Puebla, MEX
| | - Jonathan Reyes-Rivera
- Medicine, Facultad de Medicina Universidad Autónoma de San Luis Potosí, San Luis Potosi, MEX
| | - Jinal Choudhari
- Division of Research & Academic Affairs, Larkin Community Hospital, South Miami, USA
| | - George Michel
- Internal Medicine, Larkin Community Hospital, South Miami, USA
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Vervoort D, Yilgwan CS, Ansong A, Baumgartner JN, Bansal G, Bukhman G, Cannon JW, Cardarelli M, Cunningham MW, Fenton K, Green-Parker M, Karthikeyan G, Masterson M, Maswime S, Mensah GA, Mocumbi A, Kpodonu J, Okello E, Remenyi B, Williams M, Zühlke LJ, Sable C. Tertiary prevention and treatment of rheumatic heart disease: a National Heart, Lung, and Blood Institute working group summary. BMJ Glob Health 2023; 8:e012355. [PMID: 37914182 PMCID: PMC10619050 DOI: 10.1136/bmjgh-2023-012355] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/14/2023] [Indexed: 11/03/2023] Open
Abstract
Although entirely preventable, rheumatic heart disease (RHD), a disease of poverty and social disadvantage resulting in high morbidity and mortality, remains an ever-present burden in low-income and middle-income countries (LMICs) and rural, remote, marginalised and disenfranchised populations within high-income countries. In late 2021, the National Heart, Lung, and Blood Institute convened a workshop to explore the current state of science, to identify basic science and clinical research priorities to support RHD eradication efforts worldwide. This was done through the inclusion of multidisciplinary global experts, including cardiovascular and non-cardiovascular specialists as well as health policy and health economics experts, many of whom also represented or closely worked with patient-family organisations and local governments. This report summarises findings from one of the four working groups, the Tertiary Prevention Working Group, that was charged with assessing the management of late complications of RHD, including surgical interventions for patients with RHD. Due to the high prevalence of RHD in LMICs, particular emphasis was made on gaining a better understanding of needs in the field from the perspectives of the patient, community, provider, health system and policy-maker. We outline priorities to support the development, and implementation of accessible, affordable and sustainable interventions in low-resource settings to manage RHD and related complications. These priorities and other interventions need to be adapted to and driven by local contexts and integrated into health systems to best meet the needs of local communities.
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Affiliation(s)
- Dominique Vervoort
- Division of Cardiac Surgery, University of Toronto, Toronto, Ontario, Canada
| | | | - Annette Ansong
- Outpatient Cardiology, Children's National Hospital, Washington, District of Columbia, USA
| | | | - Geetha Bansal
- Division of International Training and Research, John E Fogarty International Center, Bethesda, Maryland, USA
| | - Gene Bukhman
- Center for Integration Science, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Program in Global Noncommunicable Disease and Social Change, Harvard Medical School, Boston, Massachusetts, USA
| | - Jeffrey W Cannon
- Department of Global Health and Population, Telethon Kids Institute, Nedlands, Western Australia, Australia
| | - Marcelo Cardarelli
- Pediatric Heart Surgery, Inova Children Hospital, Falls Church, Virginia, USA
| | | | - Kathleen Fenton
- National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Melissa Green-Parker
- National Institutes of Health Office of Disease Prevention, Bethesda, Maryland, USA
| | | | - Mary Masterson
- National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Salome Maswime
- Global Surgery, University of Cape Town Faculty of Health Sciences, Observatory, Western Cape, South Africa
| | - George A Mensah
- National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Ana Mocumbi
- Non Communicable Diseases, Instituto Nacional de Saúde, Maputo, Mozambique
- Universidade Eduardo Mondlane, Maputo, Mozambique
| | - Jacques Kpodonu
- Division of Cardiac Surgery, Department of Surgery, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Emmy Okello
- Cardiology, Uganda Heart Institute Ltd, Kampala, Uganda
| | - B Remenyi
- Menzies School of Health Research, Charles Darwin University, Casuarina, Northern Territory of Australia, Australia
| | - Makeda Williams
- National Heart Lung and Blood Institute, Bethesda, Maryland, USA
| | - Liesl J Zühlke
- South African Medical Research Council, Tygerberg, South Africa
- Department of Medicine, Red Cross War Memorial Children's Hospital, Rondebosch, Western Cape, South Africa
| | - Craig Sable
- Division of Cardiology, Children's National Hospital, Washington, District of Columbia, USA
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Solano J, Zuniga Gutierrez M, Pinel-Guzmán E, Henriquez G. Barriers and Solutions to Successful Problem-Based Learning Delivery in Developing Countries - A Literature Review. Cureus 2023; 15:e43187. [PMID: 37692650 PMCID: PMC10485879 DOI: 10.7759/cureus.43187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/09/2023] [Indexed: 09/12/2023] Open
Abstract
Problem-based learning (PBL) was introduced in the 1960s as an alternative to traditional teacher-centered and discipline-based preclinical medical education. A literature review was conducted to explore the barriers and solutions to successful PBL uptake and delivery in developing countries. The review involved the search of articles and scientific studies on PubMed, The Lancet, and Scielo. The review focused on the medical education literature, using as a primary search criterion "problem-based learning" in combination with "developing countries" and "education". The search was limited to articles in Spanish and English published between 2011 and November 2021, except for three articles due to their relevance to the subject. Faculty development programs are the cornerstone when implementing a new methodology in developing countries. Early career development, PBL methodology, and the available assessment options should be the primary learning objectives of these programs. Stakeholders will need to plan using available resources following the experience of other countries and institutions encouraging collaborative development. Evaluation and assessment will be crucial to understand the impact of PBL, and considerations should be taken to implement an integrated curriculum. Medical Education Research should be encouraged, appraised, and disseminated to improve evidence-based decision-making, creating a constant development cycle. PBL is innovative and represents many unanswered questions that will develop in the following decade as more schools implement new methodologies and Research on PBL.
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Affiliation(s)
- Jhiamluka Solano
- Cardiology, Scunthorpe General Hospital, North Lincolnshire, GBR
- Research and Development, Asociación de Educación Médica Hondureña, Tegucigalpa, HND
| | | | | | - Génesis Henriquez
- Medicine, Universidad Nacional Autónoma de Honduras, Tegucigalpa, HND
- Medicine, Asociación de Educación Médica Hondureña, Tegucigalpa, HND
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11
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Dong X, Huang W, Niu J, Lei T, Tan X, Guo T. Methods of postoperative void trial management after urogynecologic surgery: a systematic review and meta-analysis. Syst Rev 2023; 12:115. [PMID: 37420310 PMCID: PMC10327332 DOI: 10.1186/s13643-023-02233-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 04/06/2023] [Indexed: 07/09/2023] Open
Abstract
BACKGROUND Voiding trials are used to identify women at risk for postoperative urinary retention while performing optimal voiding trial management with minimal burden to the patient and medical service team. We performed a systematic review and meta-analysis of postoperative void trials following urogynecologic surgery to investigate (1) the optimal postoperative void trial methodology and (2) the optimal criteria for assessing void trial. METHOD We searched PubMed, EMBASE, Cochrane Central Register of Controlled Trials, and relevant reference lists of eligible articles from inception to April 2022. We identified any randomized controlled trials (RCTs) in English that studied void trials in patients undergoing urogynecologic surgery. Study selection (title/abstract and full text), data extraction, and risk of bias assessment were conducted by two independent reviewers. Extracted study outcomes included the following: the correct passing rate, time to discharge, discharge rate without a catheter after the initial void trial, postoperative urinary tract infection, and patient satisfaction. RESULTS Void trial methodology included backfill-assisted and autofill studies (2 RCTs, n = 95). Backfill assistance was more likely to be successful than autofill (RR 2.12, 95% CI 1.29, 3.47, P = 0.00); however, no significant difference was found in the time to discharge (WMDs = - 29.11 min, 95% CI - 57.45, 1.23, P = 0.06). The criteria for passing void trial included subjective assessment of the urinary force of stream and objective assessment of the standard voiding trial (3 RCTs, n = 377). No significant differences were found in the correct passing rate (RR 0.97, 95% CI 0.93, 1.01, P = 0.14) or void trial failure rate (RR 0.78, 95% CI 0.52, 1.18, P = 0.24). Moreover, no significant differences were found in the complication rates or patient satisfaction between the two criteria. CONCLUSION Bladder backfilling was associated with a lower rate of catheter discharge after urogynecologic surgery. The subjective assessment of FOS is a reliable and safe method for assessing postoperative voiding because it is less invasive. SYSTEMATIC REVIEW REGISTRATION PROSPERO CRD42022313397.
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Affiliation(s)
- Xue Dong
- Ambulatory Surgery Department, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
- Gynecology and Obstetrics Department, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, 610041, Sichuan, China
| | - Wu Huang
- Gynecology and Obstetrics Department, People's Hospital of Pidu District, Chengdu, 611730, Sichuan, China
| | - Jinyang Niu
- Gynecology and Obstetrics Department, Panzhihua Central Hospital, Panzhihua, 617000, Sichuan, China
| | - Tingting Lei
- Gynecology and Obstetrics Department, Suining Municipal Hospital of Traditional Chinese Medical, Suining, 629000, Sichuan, China
| | - Xin Tan
- Ambulatory Surgery Department, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
- Gynecology and Obstetrics Department, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, 610041, Sichuan, China.
| | - Tao Guo
- Gynecology and Obstetrics Department, West China Second Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, 610041, Sichuan, China.
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12
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Larsen JD, Jensen RO, Pietersen PI, Jacobsen N, Falster C, Nielsen AB, Laursen CB, Konge L, Graumann O. Education in Focused Lung Ultrasound Using Gamified Immersive Virtual Reality: A Randomized Controlled Study. ULTRASOUND IN MEDICINE & BIOLOGY 2023; 49:841-852. [PMID: 36535832 DOI: 10.1016/j.ultrasmedbio.2022.11.011] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 11/07/2022] [Accepted: 11/13/2022] [Indexed: 06/17/2023]
Abstract
Focused lung ultrasound (FLUS) has high diagnostic accuracy in many common conditions seen in a variety of emergency settings. Competencies are essential for diagnostic success and patient safety but can be challenging to acquire in clinical environments. Immersive virtual reality (IVR) offers an interactive risk-free learning environment and is progressing as an educational tool. First, this study explored the educational impact of novice FLUS users participating in a gamified or non-gamified IVR training module in FLUS by comparing test scores using a test with proven validity evidence. Second, the learning effect was assessed by comparing scores of each group with known test scores of novices, intermediates and experienced users in FLUS. A total of 48 participants were included: 24 received gamified and 24 received non-gamified IVR training. No significant difference was found between gamified (mean = 15.5 points) and non-gamified (mean = 15.2 points), indicating that chosen gamification elements for our setup did not affect learning outcome (p = 0.66). The mean scores of both groups did not significantly differ from those of known intermediate users in FLUS (gamified p = 0.63, non-gamified p = 0.24), indicating that both IVR modules could be used as unsupervised out-of-hospital training for novice trainees in FLUS.
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Affiliation(s)
- Jonas D Larsen
- Department of Radiology, Odense University Hospital, Odense, Denmark; Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark.
| | - Rune O Jensen
- Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
| | - Pia I Pietersen
- Department of Radiology, Odense University Hospital, Odense, Denmark; Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
| | - Niels Jacobsen
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark; Odense Respiratory Research Unit (ODIN), Department of Clinical Research, University of Southern Denmark, Odense, Denmark; Regional Center for Technical Simulation (SimC), Odense University Hospital, Odense, Denmark
| | - Casper Falster
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark; Odense Respiratory Research Unit (ODIN), Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Anders B Nielsen
- Regional Center for Technical Simulation (SimC), Odense University Hospital, Odense, Denmark
| | - Christian B Laursen
- Department of Respiratory Medicine, Odense University Hospital, Odense, Denmark; Odense Respiratory Research Unit (ODIN), Department of Clinical Research, University of Southern Denmark, Odense, Denmark
| | - Lars Konge
- Regional Center for Technical Simulation (SimC), Odense University Hospital, Odense, Denmark; Copenhagen Academy for Medical Education and Simulation (CAMES), Center for Human Resources and Education, The Capital Region of Denmark, Copenhagen, Denmark
| | - Ole Graumann
- Department of Radiology, Odense University Hospital, Odense, Denmark; Research and Innovation Unit of Radiology, University of Southern Denmark, Odense, Denmark
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13
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Viner AC, Malata MP, Mtende M, Membe-Gadama G, Masamba M, Makwakwa E, Bamuya C, Lissauer D, Stock SJ, Norman JE, Reynolds RM, Magowan B, Freyne B, Gadama L, Cunningham-Burley S, Nyondo-Mipando L, Chipeta E. Implementation of a novel ultrasound training programme for midwives in Malawi: A mixed methods evaluation using the RE-AIM framework. FRONTIERS IN HEALTH SERVICES 2023; 2:953677. [PMID: 36925815 PMCID: PMC10012721 DOI: 10.3389/frhs.2022.953677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/11/2022] [Indexed: 01/19/2023]
Abstract
Introduction Despite recommendation that all women receive an ultrasound in pregnancy prior to 24 weeks', this remains unavailable to many women in low-income countries where trained practitioners are scarce. Although many programmes have demonstrated efficacy, few have achieved longterm sustainability, with a lack of information about how best to implement such programmes. This mixed-methods study aimed to evaluate the implementation of a novel education package to teach ultrasound-naive midwives in Malawi basic obstetric ultrasound, assessing its impact in the context of the Reach, Effectiveness, Adoption, Implementation and Maintenance (RE-AIM) framework. Methods The study ran across six sites in Malawi between October 2020 and June 2021, encompassing three phases; pre-implementation, implementation and post-implementation. Twenty nine midwives underwent a bespoke education package with matched pre and post course surveys assessed their knowledge, attitudes and confidence and "hands on" assessments evaluating practical skills. Training evaluation forms and in-depth interviews explored their satisfaction with the package, with repeat assessment and remote image review evaluating maintenance of skills. Results 28/29 midwives completed the training, with significant increases in knowledge, confidence and practical skills. Adherence to the education package varied, however many changes to the proposed methodology were adaptive and appeared to facilitate the efficacy of the programme. Unfortunately, despite reporting approval regarding the training itself, satisfaction regarding supervision and follow up was mixed, reflecting the difficulties encountered with providing ongoing in-person and remote support. Conclusion This programme was successful in improving trainees' knowledge, confidence and skill in performing basic obstetric ultrasound, largely on account of an adaptive approach to implementation. The maintenance of ongoing support was challenging, reflected by trainee dissatisfaction. By evaluating the success of this education package based on its implementation and not just its efficacy, we have generated new insights into the barriers to sustainable upscale, specifically those surrounding maintenance.
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Affiliation(s)
- Alexandra C. Viner
- MRC Centre for Reproductive Health, The University of Edinburgh, Edinburgh, United Kingdom
| | - Monica P. Malata
- Centre for Reproductive Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Medrina Mtende
- Centre for Reproductive Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Gladys Membe-Gadama
- Department of Obstetrics and Gynaecology, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Martha Masamba
- Department of Obstetrics and Gynaecology, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Enita Makwakwa
- Malawi Epidemiology and Intervention Research Unit, Lilongwe, Malawi
| | - Catherine Bamuya
- Malawi Epidemiology and Intervention Research Unit, Lilongwe, Malawi
| | - David Lissauer
- Centre for Reproductive Health, Kamuzu University of Health Sciences, Blantyre, Malawi
- Faculty of Health and Life Sciences, Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Sarah J. Stock
- Centre for Medical Informatics, Usher Institute, The University of Edinburgh, Edinburgh, United Kingdom
| | - Jane E. Norman
- Faculty of Health Sciences, The University of Bristol, Bristol, United Kingdom
| | - Rebecca M. Reynolds
- Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, United Kingdom
| | - Brian Magowan
- Borders General Hospital, NHS Borders, Melrose, United Kingdom
| | - Bridget Freyne
- Faculty of Health and Life Sciences, Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Luis Gadama
- Department of Obstetrics and Gynaecology, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Sarah Cunningham-Burley
- Centre for Medical Informatics, Usher Institute, The University of Edinburgh, Edinburgh, United Kingdom
| | - Linda Nyondo-Mipando
- Centre for Reproductive Health, Kamuzu University of Health Sciences, Blantyre, Malawi
| | - Effie Chipeta
- Centre for Reproductive Health, Kamuzu University of Health Sciences, Blantyre, Malawi
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14
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Recker F, Schäfer VS, Holzgreve W, Brossart P, Petzinna S. Development and implementation of a comprehensive ultrasound curriculum for medical students: The Bonn internship point-of-care-ultrasound curriculum (BI-POCUS). Front Med (Lausanne) 2023; 10:1072326. [PMID: 37035342 PMCID: PMC10080124 DOI: 10.3389/fmed.2023.1072326] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 03/06/2023] [Indexed: 04/11/2023] Open
Abstract
Background Point-of-care ultrasound (POCUS) is rapidly gaining ground within different areas of applications. Despite the high and increasing relevance of ultrasound, the availability of structured training programs in medical schools is still limited. Therefore, many doctors keep acquiring all their ultrasound skills throughout their postgraduate training. As a result, new residents lack theoretical and practical ultrasound abilities that are critical in everyday clinical practice. In order to improve this, we created and implemented a complete ultrasound curriculum for all medical students throughout their internship year that focuses on hands-on abilities in ultrasound imaging. Methods We used Kern's six-step model of curricular development comprising (1) problem identification and general needs assessment, (2) needs assessment of the targeted learners, (3) goals and objectives, (4) educational strategies, (5) implementation, and (6) evaluation and feedback by board-certified ultrasound experts. A two rounds Delphi process with multilevel, self-completed questionnaires and individual using a 9-point Likert scale and free text comments was used to identify learning objectives and reach agreement on the content of the curriculum. Results The curriculum developed is aimed at students with no or little experience in their internship year and will be taught as part of their weekly-based internship training courses consisting of 2 hours of theory and 3 hours of practical training. The training will be conducted within a modular framework focusing on the key requirements of POCUS with increasing levels of complexity in accordance with the recommendations of the German Society for Ultrasound in Medicine (DEGUM), the European Federation of Societies for ultrasound in Medicine and Biology (EFSUMB) and the World Federation for ultrasound in Medicine and Biology (WFUMB). A longitudinal e-learning system will be implemented in addition to the practical and theoretical teaching units to track and examine the progress of the students. Conclusion Early integration of ultrasound training into medical education as part of a structured and standardized broad ultrasound curriculum enables medical students to acquire basic skills and apply them practically. Fundamental scanning skills are acquired by hands-on exercises in small, supervised groups as part of BI-POCUS. BI-POCUS therefore provides an excellent opportunity to improve the clinical skills of future physicians. More research is needed to analyze the learning outcomes for medical students and the improvement of the patient's outcome by establishing such an ultrasound curriculum.
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Affiliation(s)
- Florian Recker
- Department of Obstetrics and Prenatal Medicine, University Hospital Bonn, Bonn, Germany
- *Correspondence: Florian Recker,
| | - Valentin Sebastian Schäfer
- Clinic of Internal Medicine III, Oncology, Hematology, Rheumatology, and Clinical Immunology, University Hospital Bonn, Bonn, Germany
| | | | - Peter Brossart
- Clinic of Internal Medicine III, Oncology, Hematology, Rheumatology, and Clinical Immunology, University Hospital Bonn, Bonn, Germany
| | - Simon Petzinna
- Clinic of Internal Medicine III, Oncology, Hematology, Rheumatology, and Clinical Immunology, University Hospital Bonn, Bonn, Germany
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15
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Viner A, Membe-Gadama G, Whyte S, Kayambo D, Masamba M, Martin CJH, Magowan B, Reynolds RM, Stock SJ, Freyne B, Gadama L. Midwife-Led Ultrasound Scanning to Date Pregnancy in Malawi: Development of a Novel Training Program. J Midwifery Womens Health 2022; 67:728-734. [PMID: 36527397 PMCID: PMC10108168 DOI: 10.1111/jmwh.13442] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Revised: 07/26/2022] [Accepted: 08/16/2022] [Indexed: 12/23/2022]
Abstract
The use of ultrasound to determine gestational age is fundamental to the optimum management of pregnancy and is recommended for all women by the World Health Organization. However, this modality remains unavailable to many women in low-income countries where trained practitioners are scarce. Although previous initiatives have demonstrated efficacy in training midwives and technicians to perform antenatal ultrasound, these programs have often been too long and too complex to be realistic within the specific constraints of this context, highlighting the need for a novel and pragmatic approach. We describe the development and piloting of a bespoke course to teach midwives 3 fundamental components of early antenatal ultrasound scanning: (1) to identify the number of fetuses, (2) to confirm fetal viability, and (3) to determine gestational age. Having established that 5 days is insufficient, we propose that the minimum duration required to train ultrasound-naive midwives to competency is 10 days. Our completed program therefore consists of one and one-half days of didactic teaching, followed by 8 and one-half days of supervised hands-on practical training in which trainees are assessed on their skills. This package has subsequently been successfully implemented across 6 sites in Malawi, where 28 midwives have achieved competency. By describing the processes involved in our cross-continental collaboration, we explain how unexpected challenges helped shape and improve our program, demonstrating the value of preimplementation piloting and a pragmatic and adaptive approach.
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Affiliation(s)
- Alexandra Viner
- The MRC Centre for Reproductive Health, Queen's Medical Research Institute, Edinburgh, United Kingdom
| | - Gladys Membe-Gadama
- Obstetrics and Gynaecology, Queen Elizabeth Central Hospital, College of Medicine, Blantyre, Malawi
| | - Sonia Whyte
- Liverpool Clinical trials Centre, University of Liverpool, Liverpool, United Kingdom
| | - Doris Kayambo
- Obstetrics and Gynaecology, Mzuzu Central Hospital, Mzuzu, Malawi
| | - Martha Masamba
- Obstetrics and Gynaecology, Queen Elizabeth Central Hospital, College of Medicine, Blantyre, Malawi
| | | | - Brian Magowan
- Obstetrics and Gynaecology, Borders General Hospital, Melrose, United Kingdom
| | - Rebecca M Reynolds
- Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, United Kingdom
| | - Sarah J Stock
- Usher Institute of Population Health Sciences and Informatics, University of Edinburgh, Edinburgh, United Kingdom
| | - Bridget Freyne
- Institute of Infection, Veterinary and Ecological Sciences, University of Liverpool, Liverpool, United Kingdom
| | - Luis Gadama
- Obstetrics and Gynaecology, Queen Elizabeth Central Hospital, University of Malawi, College of Medicine, Blantyre, Malawi
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Uschnig C, Recker F, Blaivas M, Dong Y, Dietrich CF. Tele-ultrasound in the Era of COVID-19: A Practical Guide. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:965-974. [PMID: 35317949 PMCID: PMC8743597 DOI: 10.1016/j.ultrasmedbio.2022.01.001] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 12/21/2021] [Accepted: 01/04/2022] [Indexed: 06/14/2023]
Abstract
Telemedicine has evolved over the past 50 years, with video consultations and telehealth (TH) mobile apps that are now widely used to support care in the management of chronic conditions, but are infrequently used in acute conditions such as emergencies. In the wake of the COVID-19 pandemic, demand is growing for video consultations as they minimize health provider-patient interactions and thereby the risk of infection. Advanced applications such as tele-ultrasound (TUS) have not yet gained a foothold despite their achieving technical maturity and the availability of software from numerous companies for TUS for their respective portable ultrasound devices. However, ultrasound is indispensable for triage in emergencies and also offers distinct advantages in the diagnosis of COVID-19 pneumonia for certain patient populations such as pregnant women, children and immobilized patients. Additionally, recent work suggests lung ultrasound can accurately risk stratify patients for likely infection when immediate polymerase chain reaction (PCR) testing is not available and has prognostic utility for positive patients with respect to the need for admission and intensive care unit (ICU) treatment. Though currently underutilized, a wider implementation of TUS in TH applications and processes may be an important stepping-stone for telemedicine. The addition of ultrasound to TH may allow it to cross the barrier from being an application used mainly for primary care and chronic conditions to an indispensable tool used in emergency care, disaster situations, remote areas and low-income countries where it is difficult to obtain high-quality diagnostic imaging. The objective of this review was to provide an overview of the current state of telemedicine, insights into current and future use scenarios, its practical application as well as current TUS uses and their potential value with an overview of currently available portable and handheld ultrasound devices. In the wake of the COVID-19 pandemic we point out an unmet need and use case of TUS as a supportive tool for health care providers and organizations in the management of affected patients.
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Affiliation(s)
- Christopher Uschnig
- Department of Internal Medicine, Clinics Beau-Site, Salem and Permanence, Bern, Switzerland.
| | - Florian Recker
- Department of Obstetrics and Prenatal Medicine, University Hospital Bonn, Venusberg Campus, Germany
| | - Michael Blaivas
- Department of Emergency Medicine, St. Francis Hospital, University of South Carolina School of Medicine, Columbus, Georgia, USA
| | - Yi Dong
- Department of Ultrasound, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Christoph F Dietrich
- Department of Internal Medicine, Clinics Beau-Site, Salem and Permanence, Bern, Switzerland
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17
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Albaini O, Farah S, Jallad K. The efficacy of force of stream assessment for post-operative catheter management: a retrospective cohort study. Int Urogynecol J 2022; 33:3291-3296. [PMID: 35451618 DOI: 10.1007/s00192-022-05096-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Accepted: 01/07/2022] [Indexed: 11/26/2022]
Abstract
INTRODUCTION AND HYPOTHESIS Postoperative urinary retention is common after urogynecologic procedures. Our objective is to determine the efficacy of force of stream (FOS) assessment without a visual analog scale for postoperative catheter management. METHODS We conducted a retrospective cohort study of 110 women undergoing an inpatient gynecologic procedure. They were asked to subjectively assess FOS after surgery without a visual analog scale. If it was 50% or better than the usual preoperative void, they were discharged home without a catheter. If < 50%, the catheter was replaced and the patients were sent home and asked to follow up in 3 to 5 days for another void trial. RESULTS Average age was 56.9 ± 10.2 years; 63.6% underwent surgery for pelvic organ prolapse, 23.6% underwent sling for urinary incontinence, and 12.7% underwent a combination of both. Force of stream was > 50% in 93.6% of the patients; 6.4% had force of stream < 50% and hence were discharged home with a Foley catheter. Only two patients (1.8%) were discharged without a Foley catheter and returned to the emergency department for signs of urinary retention. Sensitivity, specificity, positive and negative predictive values were 77.8%, 100%, 100% and 98.1%, respectively. CONCLUSION The subjective assessment of flow of stream is a reliable and safe method to assess postoperative voiding. Given it is less invasive than backfilling the bladder and easier than using a bladder scan, it should be the primary method to assess postoperative voiding.
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Affiliation(s)
- Obey Albaini
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Lebanese American University Medical Center, Beirut, Lebanon.
| | - Stephanie Farah
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Lebanese American University Medical Center, Beirut, Lebanon.
| | - Karl Jallad
- Gilbert and Rose-Marie Chagoury School of Medicine, Lebanese American University, Lebanese American University Medical Center LAUMCRH, P.O. Box 11-3288, Beirut, Lebanon.
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Roro MA, Aredo AD, Kebede T, Estifanos AS. Enablers and barriers to introduction of obstetrics ultrasound service at primary care facilities in a resource-limited setting: a qualitative study in four regions of Ethiopia. BMC Pregnancy Childbirth 2022; 22:278. [PMID: 35366824 PMCID: PMC8976309 DOI: 10.1186/s12884-022-04609-y] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2021] [Accepted: 03/22/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
The World Health Organization (WHO) recommends a minimum of eight ANC contacts during pregnancy, of which having one ultrasound examination before 24 weeks of gestation is indicated. Ultrasound plays a significant role in the surveillance and management of high-risk pregnancies. However, the obstetric ultrasound coverage in resource limited settings remains low. Evidence examining the barriers and facilitators to obstetrics ultrasound use in a resource-limited setting like Ethiopia is lacking. This qualitative study explored the facilitators and barriers to introducing obstetric Vscan Access ultrasound in primary health care facilities in Ethiopia.
Methods
The study employed a qualitative descriptive exploratory study design using in-depth interviews (IDIs) and focus group discussions (FGDs). The study participant were mothers who have had recent birth, community members, maternal and newborn service providers, and their managers. We employed an inductive thematic analysis to analyze the data.
Result
We conducted a total of ten FGDs, three with community members and seven with maternal and newborn service providers, and 52 IDIs with the service providers and health facility managers. Two major themes, health system related and client-related factors, emerged from the analysis. The health system related enablers include increased knowledge and skill of the providers, improved mothers and providers’ motivation, increased service utilization, and improved quality of maternal and newborn care (MNC), and enhanced referral system. The health system related barriers include service interruption, staff shortage/workload, and the providers’ limited capacity. Under the main theme of client-related factors, barriers include perceived limited knowledge and skills of providers and the small size of the ultrasound machine while the facilitators include mothers’ needs and interest in ultrasound scan, availability of free of charge ultrasound service, and increased demand for ultrasound scan service.
Conclusion
Our data suggest that the health system provides an enabling context to introduce limited obstetric ultrasound service and routinely provide the service through mid-level maternal care providers at primary health care level in resource limited settings. Overcoming the health system and client related barriers will maximize and sustain the use of the technology.
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Schilpzand M, Neff C, van Dillen J, van Ginneken B, Heskes T, de Korte C, van den Heuvel T. Automatic Placenta Localization From Ultrasound Imaging in a Resource-Limited Setting Using a Predefined Ultrasound Acquisition Protocol and Deep Learning. ULTRASOUND IN MEDICINE & BIOLOGY 2022; 48:663-674. [PMID: 35063289 DOI: 10.1016/j.ultrasmedbio.2021.12.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/07/2020] [Revised: 11/22/2021] [Accepted: 12/02/2021] [Indexed: 06/14/2023]
Abstract
Placenta localization from obstetric 2-D ultrasound (US) imaging is unattainable for many pregnant women in low-income countries because of a severe shortage of trained sonographers. To address this problem, we present a method to automatically detect low-lying placenta or placenta previa from 2-D US imaging. Two-dimensional US data from 280 pregnant women were collected in Ethiopia using a standardized acquisition protocol and low-cost equipment. The detection method consists of two parts. First, 2-D US segmentation of the placenta is performed using a deep learning model with a U-Net architecture. Second, the segmentation is used to classify each placenta as either normal or a class including both low-lying placenta and placenta previa. The segmentation model was trained and tested on 6574 2-D US images, achieving a median test Dice coefficient of 0.84 (interquartile range = 0.23). The classifier achieved a sensitivity of 81% and a specificity of 82% on a holdout test set of 148 cases. Additionally, the model was found to segment in real time (19 ± 2 ms per 2-D US image) using a smartphone paired with a low-cost 2-D US device. This work illustrates the feasibility of using automated placenta localization in a resource-limited setting.
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Affiliation(s)
- Martijn Schilpzand
- Diagnostic Image Analysis Group, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands; Medical Ultrasound Imaging Centre, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands; Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands.
| | - Chase Neff
- Medical Ultrasound Imaging Centre, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Jeroen van Dillen
- Department of Obstetrics, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bram van Ginneken
- Diagnostic Image Analysis Group, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Tom Heskes
- Institute for Computing and Information Sciences, Radboud University, Nijmegen, The Netherlands
| | - Chris de Korte
- Medical Ultrasound Imaging Centre, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands; Physics of Fluids Group, Technical Medical Center, University of Twente, Enschede, The Netherlands
| | - Thomas van den Heuvel
- Diagnostic Image Analysis Group, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands; Medical Ultrasound Imaging Centre, Department of Medical Imaging, Radboud University Medical Center, Nijmegen, The Netherlands
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20
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Viner AC, Okolo ID, Norman JE, Stock SJ, Reynolds RM. Training in Ultrasound to Determine Gestational Age in Low- and Middle- Income Countries: A Systematic Review. Front Glob Womens Health 2022; 3:854198. [PMID: 35368997 PMCID: PMC8971706 DOI: 10.3389/fgwh.2022.854198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2022] [Accepted: 02/18/2022] [Indexed: 11/13/2022] Open
Abstract
IntroductionEstablishing an accurate gestational age is essential for the optimum management of pregnancy, delivery and neonatal care, with improved estimates of gestational age considered a public health priority by the World Health Organization (WHO). Although ultrasound is considered the most precise method to achieve this, it is unavailable to many women in low- and middle- income countries (LMICs), where the lack of trained practitioners is considered a major barrier. This systematic review explores what initiatives have previously been undertaken to train staff to date pregnancies using ultrasound, which were successful and what barriers and facilitators influenced training.MethodsThe systematic review was conducted according to PRISMA guidelines and the protocol registered (PROSPERO CRD42019154619). Searches were last performed in July 2021. Studies were screened independently by two assessors, with data extracted by one and verified by the other. Both reviewers graded the methodological quality using the Mixed Methods Assessment Tool. Results were collated within prespecified domains, generating a narrative synthesis.Results25/1,262 studies were eligible for inclusion, all of which were programme evaluations. Eighteen were undertaken in Africa, three in South-East Asia, one in South America, and three across multiple sites, including those in Africa, Asia, and South America. Five programs specified criteria to pass, and within these 96% of trainees did so. Trainee follow up was undertaken in 18 studies. Ten met recommendations for training outlined by the International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) but only 1 met the current standards set by the WHO.DiscussionThis systematic review is the first to evaluate this topic and has uncovered major inconsistencies in the delivery and reporting of basic obstetric ultrasound training in LMICs, with the majority of programs not meeting minimum recommendations. By identifying these issues, we have highlighted key areas for improvement and made recommendations for reporting according to the RE-AIM framework. With an increasing focus on the importance of improving estimates of gestational age in LMICs, we believe these findings will be of significance to those seeking to develop and expand the provision of sustainable obstetric ultrasound in LMICs.Systematic Review Registrationhttps://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42019154619, PROSPERO CRD42019154619.
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Affiliation(s)
- Alexandra C. Viner
- Medical Research Council (MRC) Centre for Reproductive Health, The University of Edinburgh, Edinburgh, United Kingdom
- *Correspondence: Alexandra C. Viner
| | - Isioma D. Okolo
- Program in Global Surgery and Social Change, Harvard Medical School, Boston, MA, United States
| | - Jane E. Norman
- Faculty of Health Sciences, The University of Bristol, Bristol, United Kingdom
| | - Sarah J. Stock
- Usher Institute, The University of Edinburgh, Edinburgh, United Kingdom
| | - Rebecca M. Reynolds
- Centre for Cardiovascular Science, The University of Edinburgh, Edinburgh, United Kingdom
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21
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Jasper EA, Oltman SP, Rogers EE, Dagle JM, Murray JC, Kamya M, Kakuru A, Kajubi R, Ochieng T, Adrama H, Okitwi M, Olwoch P, Jagannathan P, Clark TD, Dorsey G, Ruel T, Jelliffe-Pawlowski LL, Ryckman KK. Targeted newborn metabolomics: prediction of gestational age from cord blood. J Perinatol 2022; 42:181-186. [PMID: 35067676 PMCID: PMC8830770 DOI: 10.1038/s41372-021-01253-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/17/2021] [Revised: 10/11/2021] [Accepted: 10/14/2021] [Indexed: 11/28/2022]
Abstract
OBJECTIVE Our study sought to determine whether metabolites from a retrospective collection of banked cord blood specimens could accurately estimate gestational age and to validate these findings in cord blood samples from Busia, Uganda. STUDY DESIGN Forty-seven metabolites were measured by tandem mass spectrometry or enzymatic assays from 942 banked cord blood samples. Multiple linear regression was performed, and the best model was used to predict gestational age, in weeks, for 150 newborns from Busia, Uganda. RESULTS The model including metabolites and birthweight, predicted the gestational ages within 2 weeks for 76.7% of the Ugandan cohort. Importantly, this model estimated the prevalence of preterm birth <34 weeks closer to the actual prevalence (4.67% and 4.00%, respectively) than a model with only birthweight which overestimates the prevalence by 283%. CONCLUSION Models that include cord blood metabolites and birth weight appear to offer improvement in gestational age estimation over birth weight alone.
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Affiliation(s)
| | - Scott P Oltman
- University of California, San Francisco, Department of Epidemiology & Biostatistics, Kampala, Uganda.,UCSF California Preterm Birth Initiative, Kampala, Uganda
| | - Elizabeth E Rogers
- University of California San Francisco, Department of Pediatrics, Kampala, Uganda
| | - John M Dagle
- University of Iowa, Department of Pediatrics, Kampala, Uganda
| | | | - Moses Kamya
- Infectious Diseases Research Collaboration, Kampala, Uganda.,Department of Medicine, Makerere University College of Health Sciences, Kampala, Uganda
| | - Abel Kakuru
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Richard Kajubi
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Teddy Ochieng
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Harriet Adrama
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Martin Okitwi
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | - Peter Olwoch
- Infectious Diseases Research Collaboration, Kampala, Uganda
| | | | - Tamara D. Clark
- Department of Medicine, University of California, San Francisco School of Medicine, San Francisco, CA
| | - Grant Dorsey
- Department of Medicine, University of California, San Francisco School of Medicine, San Francisco, CA
| | - Theodore Ruel
- Department of Pediatrics, University of California, San Francisco School of Medicine, San Francisco, CA
| | - Laura L Jelliffe-Pawlowski
- University of California, San Francisco, Department of Epidemiology & Biostatistics, Kampala, Uganda.,UCSF California Preterm Birth Initiative, Kampala, Uganda
| | - Kelli K Ryckman
- Department of Epidemiology, University of Iowa, Iowa, IA, USA.
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22
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Impact of Technologic Innovation and COVID-19 Pandemic on Pediatric Cardiology Telehealth. CURRENT TREATMENT OPTIONS IN PEDIATRICS 2022; 8:309-324. [PMID: 36479525 PMCID: PMC9510217 DOI: 10.1007/s40746-022-00258-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 08/29/2022] [Indexed: 12/14/2022]
Abstract
Purpose of Review Established telehealth practices in pediatrics and pediatric cardiology are evolving rapidly. This review examines several concepts in contemporary telemedicine in our field: recent changes in direct-to-consumer (DTC) pediatric telehealth (TH) and practice based on lessons learned from the pandemic, scientific data from newer technological innovations in pediatric cardiology, and how TH is shaping global pediatric cardiology practice. Recent Findings In 2020, the global pandemic of COVID-19 led to significant changes in healthcare delivery. The lockdown and social distancing guidelines accelerated smart adaptations and pivots to ensure continued pediatric care albeit in a virtual manner. Remote cardiac monitoring technology is continuing to advance at a rapid pace secondary to advances in the areas of Internet access, portable hand-held devices, and artificial intelligence. Summary TH should be approached programmatically by pediatric cardiac healthcare providers with careful selection of patients, technology platforms, infrastructure setup, documentation, and compliance. Payment parity with in-person visits should be advocated and legislated. Newer remote cardiac monitoring technology should be expanded for objective assessment and optimal outcomes. TH continues to be working beyond geographical boundaries in pediatric cardiology and should continue to expand and develop.
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23
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Miles N, Cowling C, Lawson C. The role of the sonographer - An investigation into the scope of practice for the sonographer internationally. Radiography (Lond) 2021; 28:39-47. [PMID: 34391655 DOI: 10.1016/j.radi.2021.07.017] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Revised: 07/17/2021] [Accepted: 07/22/2021] [Indexed: 11/15/2022]
Abstract
INTRODUCTION There is global variance in the role of a practicing sonographer. Literature examining global sonographic roles and scope of practice is limited, despite the international applicability of ultrasound imaging. This study aimed to examine the common and divergent features of a practicing sonographer internationally, and their impact upon the development of a global standard of practice. METHODS An ethically approved mixed-methods online survey was conducted. The purposive sample included all 75 current elected council members of the ISRRT [International Society of Radiographers and Radiological Technologists], an international professional organisation. RESULTS Thirty-six individuals from at least 32 different countries responded, reflecting the sonography profession in all four ISRRT regions. The results suggest that sonographer education requirements differ widely, from on the job training (16%, 6/36) to undergraduate or postgraduate schooling (44%, 16/36). Registration and accreditation bodies were present in the jurisdiction of 41% (14/34) and 35% (12/33) of respondents respectively, though many were voluntary, physician-focused or non-specific to sonographers. Five of 11 (45%) respondents suggested that the sonographer-radiologist relationship is individual-dependent, and not primarily positive or negative. Ten of 28 (36%) suggested that other professionals do not know the role of the sonographer. CONCLUSION The majority of ISRRT council member respondents believe that an international scope of practice could benefit and be implemented in their jurisdiction (26/28, 93% and 22/33, 67%). The key advantages noted were standardisation of education and improved professional mobility. However, lack of sonographer education and radiologist acceptance are important potential barriers. IMPLICATIONS FOR PRACTICE An international scope of practice could be beneficial and implementable in most ISRRT jurisdictions. Professional mobility and education standardization are the primary advantages. Insufficient sonographer education and physician acceptance are the key potential obstacles.
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Affiliation(s)
- N Miles
- Department of Medical Imaging and Radiation Sciences, Monash University, Faculty of Medicine, Nursing and Health Sciences, 10 Chancellors Walk, Clayton Campus, Victoria, 3800, Australia.
| | - C Cowling
- Department of Medical Imaging and Radiation Sciences, Monash University, Faculty of Medicine, Nursing and Health Sciences, 10 Chancellors Walk, Clayton Campus, Victoria, 3800, Australia.
| | - C Lawson
- School of Education and the Arts, Central Queensland University, Building 32, 554-700 Yamba Rd, Norman Gardens, 4701, Australia.
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24
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DeWyer A, Scheel A, Kamarembo J, Akech R, Asiimwe A, Beaton A, Bobson B, Canales L, DeStigter K, Kazi DS, Kwan GF, Longenecker CT, Lwabi P, Murali M, Ndagire E, Namuyonga J, Sarnacki R, Ssinabulya I, Okello E, Aliku T, Sable C. Establishment of a cardiac telehealth program to support cardiovascular diagnosis and care in a remote, resource-poor setting in Uganda. PLoS One 2021; 16:e0255918. [PMID: 34358281 PMCID: PMC8345851 DOI: 10.1371/journal.pone.0255918] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 07/26/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION To address workforce shortages and expand access to care, we developed a telemedicine program incorporating existing infrastructure for delivery of cardiovascular care in Gulu, Northern Uganda. Our study had three objectives: 1) assess feasibility and clinical impact 2) evaluate patient/parent satisfaction and 3) estimate costs. METHODS All cardiology clinic visits during a two-year study period were included. All patients received an electrocardiogram and echocardiogram performed by a local nurse in Gulu which were stored and transmitted to the Uganda Heart Institute in the capital of Kampala for remote consultation by a cardiologist. Results were relayed to patients/families following cardiologist interpretation. The following telemedicine process was utilized: 1) clinical intake by nurse in Gulu; 2) ECG and echocardiography acquisition in Gulu; 3) echocardiography transmission to the Uganda Heart Institute in Kampala, Uganda; 4) remote telemedicine consultation by cardiologists in Kampala; and 5) communication of results to patients/families in Gulu. Clinical care and technical aspects were tracked. Diagnoses and recommendations were analyzed by age groups (0-5 years, 6-21 years, 22-50 years and > 50 years). A mixed methods approach involving interviews and surveys was used to assess patient satisfaction. Healthcare sector costs of telemedicine-based cardiovascular care were estimated using time-driven activity-based costing. RESULTS Normal studies made up 47%, 55%, 76% and 45% of 1,324 patients in the four age groups from youngest to oldest. Valvular heart disease (predominantly rheumatic heart disease) was the most common diagnosis in the older three age groups. Medications were prescribed to 31%, 31%, 24%, and 48% of patients in the four age groups. The median time for consultation was 7 days. A thematic analysis of focus group transcripts displayed an overall acceptance and appreciation for telemedicine, citing cost- and time-saving benefits. The cost of telemedicine was $29.48/visit. CONCLUSIONS Our data show that transmission and interpretation of echocardiograms from a remote clinic in northern Uganda is feasible, serves a population with a high burden of heart disease, has a significant impact on patient care, is favorably received by patients, and can be delivered at low cost. Further study is needed to better assess the impact relative to existing standards of care and cost effectiveness.
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Affiliation(s)
- Alyssa DeWyer
- Virginia Tech Carilion School of Medicine, Roanoke, VA, United States of America
| | - Amy Scheel
- Emory University School of Medicine, Atlanta, GA, United States of America
| | | | - Rose Akech
- Gulu Regional Referral Hospital, Gulu, Uganda
| | | | - Andrea Beaton
- The Heart Institute, Cincinnati Children’s Hospital Medical Center, Cincinnati, OH, United States of America
- The University of Cincinnati School of Medicine, Cincinnati, OH, United States of America
| | | | - Lesley Canales
- Children’s National Hospital, Washington, DC, United States of America
| | - Kristen DeStigter
- University of Vermont Medical Center, Burlington, VT, United States of America
| | - Dhruv S. Kazi
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Beth Israel Deaconess Medical Center, Boston, MA, United States of America
- Cardiovascular Medicine Section, Department of Medicine, Harvard Medical School, Boston, MA, United States of America
| | - Gene F. Kwan
- Boston University School of Medicine, Boston, MA, United States of America
| | - Chris T. Longenecker
- Case Western Reserve University School of Medicine, Cleveland, OH, United States of America
- University Hospitals Harrington Heart & Vascular Institute, Cleveland, OH, United States of America
| | | | - Meghna Murali
- Children’s National Hospital, Washington, DC, United States of America
| | | | | | - Rachel Sarnacki
- Children’s National Hospital, Washington, DC, United States of America
| | | | | | | | - Craig Sable
- Children’s National Hospital, Washington, DC, United States of America
- George Washington School of Medicine, Washington, DC, United States of America
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25
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Vrachnis N, Cohen-Overbeek TE. ISUOG ultrasound training in Oman: evaluating participant long-term retention and effect of repetitive practical courses on ultrasound knowledge and skills. ULTRASOUND IN OBSTETRICS & GYNECOLOGY : THE OFFICIAL JOURNAL OF THE INTERNATIONAL SOCIETY OF ULTRASOUND IN OBSTETRICS AND GYNECOLOGY 2021; 58:175-177. [PMID: 33760291 DOI: 10.1002/uog.23632] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Revised: 03/01/2021] [Accepted: 03/03/2021] [Indexed: 06/12/2023]
Affiliation(s)
- N Vrachnis
- Third Department of Obstetrics and Gynecology, National and Kapodistrian University of Athens, Medical School, Attikon Hospital, Athens, Greece
- Vascular Biology, Molecular and Clinical Sciences Research Institute, St George's University of London, London, UK
| | - T E Cohen-Overbeek
- Department of Obstetrics and Gynaecology, Division of Obstetrics and Fetal Medicine, Erasmus MC-Sophia Children's Hospital University Medical Center Rotterdam, Rotterdam, The Netherlands
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26
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Recker F, Weber E, Strizek B, Gembruch U, Westerway SC, Dietrich CF. Point-of-care ultrasound in obstetrics and gynecology. Arch Gynecol Obstet 2021; 303:871-876. [PMID: 33558990 PMCID: PMC7985120 DOI: 10.1007/s00404-021-05972-5] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Accepted: 01/12/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND The rapid technical development and portability of ultrasound systems over recent years has had a profound impact on the area of point-of-care-ultrasound (POCUS), both in general medicine and in obstetrics and gynecology. The use of POCUS enables the clinician to perform the ultrasound scan either at the medical office or the patient's bedside and used as an extension of the physical examination. Real-time images can immediately be correlated with the patient's symptoms, and any changes in a (critical) patient's condition can be more rapidly detected. POCUS IN OBGYN POCUS is also suitable for time-critical scenarios, and depending on the situation and its dynamics, the course and results of any therapy may be observed in real time. POCUS should be considered to be a routine extension of practice for most OB/GYN clinicians as it can give immediate answers to what could be life-threatening situations for the mother and/or baby. With its proven usefulness, the applications and use of POCUS should be incorporated in teaching programs for medical students, OBGYN residents and emergency physicians.
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Affiliation(s)
- Florian Recker
- Department of Obstetrics and Gynecology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany.
| | - Eva Weber
- Department of Obstetrics and Gynecology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Brigitte Strizek
- Department of Obstetrics and Gynecology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | - Ulrich Gembruch
- Department of Obstetrics and Gynecology, University Hospital Bonn, Venusberg Campus 1, 53127, Bonn, Germany
| | | | - Christoph F Dietrich
- Department for Internal Medicine, Clinic Beau-Site, Schänzlihalde 11, 3013, Bern, Switzerland
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Housden J, Wang S, Bao X, Zheng J, Skelton E, Matthew J, Noh Y, Eltiraifi O, Singh A, Singh D, Rhode K. Towards Standardized Acquisition with a Dual-probe Ultrasound Robot for Fetal Imaging. IEEE Robot Autom Lett 2021; 6:1059-1065. [PMID: 33912664 PMCID: PMC7610692 DOI: 10.1109/lra.2021.3056033] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
Standardized acquisitions and diagnoses using robots and AI would potentially increase the general usability and reliability of medical ultrasound. Working towards this prospect, this paper presents the recent developments of a standardized acquisition workflow using a novel dual-probe ultrasound robot, for a project known as intelligent Fetal Imaging and Diagnosis (iFIND). The workflow includes an abdominal surface mapping step to obtain a non-parametric spline surface, a rule-based end-point calculation method to position each individual joint, and a motor synchronization method to achieve a smooth motion towards a target point. The design and implementation of the robot are first presented in this paper and the proposed workflow is then explained in detail with simulation and volunteer experiments performed and analyzed. The closed-form analytical solution to the specific motion planning problem has demonstrated a reliable performance controlling the robot to move towards the expected scanning areas and the calculated proximity of the robot to the surface shows that the robot maintains a safe distance while moving around the abdomen. The volunteer study has successfully demonstrated the reliable working and controllability of the robot in terms of acquiring desired ultrasound views. Our future work will focus on improving the motion planning, and on integrating the proposed standardized acquisition workflow with newly- developed ultrasound image processing methods to obtain diagnostic results in an accurate and consistent way.
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Affiliation(s)
- James Housden
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Shuangyi Wang
- State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China
| | - Xianqiang Bao
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Jia Zheng
- School of General Engineering, Beihang University, Beijing 100191, China
| | - Emily Skelton
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Jacqueline Matthew
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | - Yohan Noh
- Department of Mechanical and Aerospace Engineering, Brunel University, London UB8 3PH, UK
| | - Olla Eltiraifi
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
| | | | | | - Kawal Rhode
- School of Biomedical Engineering and Imaging Sciences, King’s College London, London SE1 7EH, UK
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Baker DE, Nolting L, Brown HA. Impact of point-of-care ultrasound on the diagnosis and treatment of patients in rural Uganda. Trop Doct 2021; 51:291-296. [PMID: 33467969 DOI: 10.1177/0049475520986425] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
Ultrasound is increasingly used by physicians at the bedside to diagnose and treat a variety of conditions and is particularly useful in the resource-limited setting. The purpose of this study was to determine whether point-of-care ultrasound (POCUS) performed by physicians changed the diagnosis or treatment of patients in mobile clinics in rural Uganda. Patients presenting to mobile clinics in Uganda were assessed by physicians and, when appropriate, POCUS was performed. When available, a radiologist reviewed ultrasound images in real time. A de-identified questionnaire was completed for each ultrasound and reviewed retrospectively. A total of 177 ultrasounds were performed. A radiologist reviewed 50% of the ultrasounds. In 73% of patients, the findings either confirmed (50%) or changed (23%) a diagnosis. In 53% of patients, the ultrasound findings changed the treatment plan. POCUS positively impacted patient care in rural Ugandan clinics by improving diagnostic capabilities and influencing treatment plans.
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Affiliation(s)
- Daniel E Baker
- International Emergency Medicine Fellow, Department of Emergency Medicine, Prisma Health Richland, Columbia, SC, USA
| | - Laura Nolting
- Assistant Professor and Ultrasound Fellowship Director, Department of Emergency Medicine, Prisma Health Richland/University of South Carolina, Columbia, SC, USA
| | - Heather A Brown
- Assistant Professor and International Emergency Medicine Fellowship Director, Department of Emergency Medicine, Prisma Health Richland/University of South Carolina, Columbia, SC, USA
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Kim J, Shakya PR, Choi S, Park JS, Tamrakar SR, Heo J, Kim WH. An evaluation of obstetric ultrasound education program in Nepal using the RE-AIM framework. BMC MEDICAL EDUCATION 2021; 21:57. [PMID: 33446193 PMCID: PMC7809758 DOI: 10.1186/s12909-021-02484-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/16/2020] [Accepted: 12/17/2020] [Indexed: 06/12/2023]
Abstract
BACKGROUND Nepal has a high prevalence of congenital anomaly contributing to high infant mortality. Ultrasound, an important tool to detect congenital anomalies and manage maternity-related risk factors, is not properly used in Nepal because Nepali doctors have limited opportunities for learning ultrasound techniques. Hence, we developed and implemented an ultrasound education program from 2016 to 2018. The objective of this study is to evaluate the education program using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. METHODS We conducted a mixed-method study to evaluate each component of RE-AIM. The team collected quantitative data from administrative records, tests, surveys, and an online follow-up survey. Qualitative data were collected from individual in-depth interviews at least a year after the program. The proportions, means, and t-tests were used for quantitative data, and thematic coding for qualitative data. RESULTS A total of 228 healthcare workers representing 27.3% of the districts of Nepal were reached from 2016 to 2018. The program improved participants' knowledge (29.3, 8.7, and 23.8 increases out of 100, each year, p< 0.001, n=85) and self-confidence (0.6, 0.3, 1.3 increases out of 4.0, p< 0.01, n=111). The participants were highly satisfied with the program (4.2, 4.1, and 4.0 out of 5.0, n=162). Among the respondents of the online follow-up survey (n=28), 60.7% had used ultrasound in their daily practice after the education program, and a medical institution established an ultrasound training center. The absence of clear accreditation and practical guidelines in ultrasound use were presented as barriers for adoption and maintenance. CONCLUSION The program was successful in improving participant's knowledge and self-confidence in ultrasound techniques and showed great potential for the adoption and maintenance of the techniques in their practice. Continuous implementation of the program and institutional policy changes to facilitate ultrasound use may increase the ultrasound use and improve ultrasound service quality in Nepal.
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Affiliation(s)
- Jieun Kim
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Prabin Raj Shakya
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Community Program, Dhulikhel Hospital-Kathmandu University Hospital, Kavre, Nepal
| | - Sugy Choi
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Health Law, Policy & Management, Boston University School of Public Health, Boston, MA, USA
| | - Joong Shin Park
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea
- Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Suman Raj Tamrakar
- Department of Obstetrics and Gynecology, Dhulikhel Hospital-Kathmandu University Hospital, Kavre, Nepal
| | - Jongho Heo
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- National Assembly Futures Institute, Seoul, Republic of Korea.
| | - Woong-Han Kim
- JW LEE Center for Global Medicine, Seoul National University College of Medicine, Seoul, Republic of Korea.
- Department of Thoracic and Cardiovascular Surgery, Seoul National University College of Medicine, Seoul, Republic of Korea.
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Maximous S, Brotherton BJ, Achilleos A, Akrami KM, Barros LM, Cobb N, Misango D, Papali A, Park C, Shetty VU, Schultz MJ, Taran S, Lee BW. Pragmatic Recommendations for the Management of COVID-19 Patients with Shock in Low- and Middle-Income Countries. Am J Trop Med Hyg 2020; 104:72-86. [PMID: 33350378 PMCID: PMC7957233 DOI: 10.4269/ajtmh.20-1105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2020] [Accepted: 11/27/2020] [Indexed: 12/15/2022] Open
Abstract
As some patients infected with the novel coronavirus progress to critical illness, a subset will eventually develop shock. High-quality data on management of these patients are scarce, and further investigation will provide valuable information in the context of the pandemic. A group of experts identify a set of pragmatic recommendations for the care of patients with SARS-CoV-2 and shock in resource-limited environments. We define shock as life-threatening circulatory failure that results in inadequate tissue perfusion and cellular dysoxia/hypoxia, and suggest that it can be operationalized via clinical observations. We suggest a thorough evaluation for other potential causes of shock and suggest against indiscriminate testing for coinfections. We suggest the use of the quick Sequential Organ Failure Assessment (qSOFA) as a simple bedside prognostic score for COVID-19 patients and point-of-care ultrasound (POCUS) to evaluate the etiology of shock. Regarding fluid therapy for the treatment of COVID-19 patients with shock in low-middle-income countries, we favor balanced crystalloids and recommend using a conservative fluid strategy for resuscitation. Where available and not prohibited by cost, we recommend using norepinephrine, given its safety profile. We favor avoiding the routine use of central venous or arterial catheters, where availability and costs are strong considerations. We also recommend using low-dose corticosteroids in patients with refractory shock. In addressing targets of resuscitation, we recommend the use of simple bedside parameters such as capillary refill time and suggest that POCUS be used to assess the need for further fluid resuscitation, if available.
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Affiliation(s)
- Stephanie Maximous
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Brian Jason Brotherton
- Department of Internal Medicine, Kijabe Medical Center, Kijabe, Kenya
- Critical Care Medicine Department, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Andrew Achilleos
- Department of Critical Care, Sunnybrook Health Sciences Center, Toronto, Canada
| | - Kevan M. Akrami
- Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
- Divisions of Infectious Disease and Critical Care Medicine, University of California San Diego, San Diego, California
| | - Lia M. Barros
- Department of Cardiology, University of Washington Medical Center, Seattle, Washington
| | - Natalie Cobb
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington Medical Center, Seattle, Washington
| | - David Misango
- Department of Anaesthesiology and Critical Care Medicine, Aga Khan University Hospital, Nairobi, Kenya
| | - Alfred Papali
- Division of Pulmonary and Critical Care Medicine, Atrium Health, Charlotte, North Carolina
| | - Casey Park
- Department of Medicine, Interdepartmental Division of Critical Care Medicine, Toronto, Canada
| | - Varun U. Shetty
- Critical Care Medicine Department, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
| | - Marcus J. Schultz
- Mahidol-Oxford Tropical Medicine Research Unit (MORU), Mahidol University, Bangkok, Thailand
- Nuffield Department of Medicine, Mahidol University, Bangkok, Thailand
- Department of Intensive Care, Amsterdam University Medical Centers, Amsterdam, The Netherlands
| | - Shaurya Taran
- Department of Medicine, Interdepartmental Division of Critical Care Medicine, Toronto, Canada
| | - Burton W. Lee
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
- Critical Care Medicine Department, National Institutes of Health, Bethesda, Maryland
| | - for the COVID-LMIC Task Force and the Mahidol-Oxford Research Unit (MORU)
- Division of Pulmonary, Allergy, and Critical Care Medicine, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
- Department of Internal Medicine, Kijabe Medical Center, Kijabe, Kenya
- Critical Care Medicine Department, University of Pittsburgh Medical Center, Pittsburgh, Pennsylvania
- Department of Critical Care, Sunnybrook Health Sciences Center, Toronto, Canada
- Faculdade de Medicina, Universidade Federal da Bahia, Salvador, Brazil
- Divisions of Infectious Disease and Critical Care Medicine, University of California San Diego, San Diego, California
- Department of Cardiology, University of Washington Medical Center, Seattle, Washington
- Division of Pulmonary, Critical Care and Sleep Medicine, University of Washington Medical Center, Seattle, Washington
- Department of Anaesthesiology and Critical Care Medicine, Aga Khan University Hospital, Nairobi, Kenya
- Division of Pulmonary and Critical Care Medicine, Atrium Health, Charlotte, North Carolina
- Department of Medicine, Interdepartmental Division of Critical Care Medicine, Toronto, Canada
- Mahidol-Oxford Tropical Medicine Research Unit (MORU), Mahidol University, Bangkok, Thailand
- Nuffield Department of Medicine, Mahidol University, Bangkok, Thailand
- Department of Intensive Care, Amsterdam University Medical Centers, Amsterdam, The Netherlands
- Critical Care Medicine Department, National Institutes of Health, Bethesda, Maryland
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Luntsi G, Ugwu AC, Nkubli FB, Emmanuel R, Ochie K, Nwobi CI. Achieving universal access to obstetric ultrasound in resource constrained settings: A narrative review. Radiography (Lond) 2020; 27:709-715. [PMID: 33160820 DOI: 10.1016/j.radi.2020.10.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 09/30/2020] [Accepted: 10/13/2020] [Indexed: 11/29/2022]
Abstract
OBJECTIVES The potential benefits and challenges of achieving universal access to obstetric ultrasound services in resource constrained settings were reviewed, with a view to making some recommendations to address the huge burden of avoidable maternal and child morbidity and mortality. KEY FINDINGS In most resource-poor settings of the world, antenatal ultrasound is available only to a privileged few in urban centres, while the majority of the population living in rural areas have little or no access to diagnostic imaging services. There is also the extreme shortage of sonographers and doctors with specialist training in sonography. A comprehensive regulation must be put in place to achieve maximum benefits and to ensure quality assurance; appropriate use and application of ethics and training must be comprehensive. CONCLUSION Ultrasound service provision, in resource-scarce settings, has the potential to improve access and quality of health care services in areas like the point of care ultrasound service provision and in the fields of obstetrics and gynaecology. A comprehensive regulation must be put in place to achieve maximum benefits and to ensure quality assurance. IMPLICATIONS FOR PRACTICE Making ultrasound technology available and affordable in resource scare settings has the potential to improve access to diagnostic imaging services and reduce avoidable maternal and child death in resource constrained settings.
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Affiliation(s)
- G Luntsi
- Department of Medical Radiography, Faculty of Allied Health Sciences, College of Medical Sciences, University of Maiduguri, Borno State, Nigeria.
| | - A C Ugwu
- Department of Radiography and Radiological Sciences, Faculty of Health Sciences, Nnamdi Azikiwe University Awka, Anambra State, Nigeria
| | - F B Nkubli
- Department of Medical Radiography, Faculty of Allied Health Sciences, College of Medical Sciences, University of Maiduguri, Borno State, Nigeria
| | - R Emmanuel
- Department of Medical Radiography, Faculty of Allied Health Sciences, College of Medical Sciences, Bayero University Kano, Kano State, Nigeria
| | - K Ochie
- Department of Radiography and Radiological Sciences, Faculty of Health Sciences, University of Nigeria, Enugu Campus, Enugu State, Nigeria
| | - C I Nwobi
- Department of Medical Radiography, Faculty of Allied Health Sciences, College of Medical Sciences, University of Maiduguri, Borno State, Nigeria
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Goley SM, Sakula-Barry S, Adofo-Ansong N, Isaaya Ntawunga L, Tekyiwa Botchway M, Kelly AH, Wright N. Investigating the use of ultrasonography for the antenatal diagnosis of structural congenital anomalies in low-income and middle-income countries: a systematic review. BMJ Paediatr Open 2020; 4:e000684. [PMID: 32864479 PMCID: PMC7443309 DOI: 10.1136/bmjpo-2020-000684] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2020] [Revised: 06/17/2020] [Accepted: 06/22/2020] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Congenital anomalies are the fifth leading cause of under-5 mortality globally. The greatest burden is faced by those in low/middle-income countries (LMICs), where over 95% of deaths occur. Many of these deaths may be preventable through antenatal diagnosis and early intervention. This systematic literature review investigates the use of antenatal ultrasound to diagnose congenital anomalies and improve the health outcomes of infants in LMICs. METHODS A systematic literature review was conducted using three search strings: (1) structural congenital anomalies; (2) LMICs; and (3) antenatal diagnosis. The search was conducted on the following databases: Medline, Embase, PubMed and the Cochrane Library. Title, abstract and full-text screening was undertaken in duplicate by two reviewers independently. Consensus among the wider authorship was sought for discrepancies. The primary analysis focused on the availability and effectiveness of antenatal ultrasound for diagnosing structural congenital anomalies. Secondary outcomes included neonatal morbidity and mortality, termination rates, referral rates for further antenatal care and training level of the ultrasonographer. Relevant policy data were sought. RESULTS The search produced 4062 articles; 97 were included in the review. The median percentage of women receiving an antenatal ultrasound examination was 50.0% in African studies and 90.7% in Asian studies (range 6.8%-98.8%). Median detection rates were: 16.7% Africa, 34.3% South America, 34.7% Asia and 47.3% Europe (range 0%-100%). The training level of the ultrasound provider may affect detection rates. Four articles compared morbidity and mortality outcomes, with inconclusive results. Significant variations in termination rates were found (0%-98.3%). No articles addressed referral rates. CONCLUSION Antenatal detection of congenital anomalies remains highly variable across LMICs and is particularly low in sub-Saharan Africa. Further research is required to investigate the role of antenatal diagnosis for improving survival from congenital anomalies in LMICs. PROSPERO REGISTRATION NUMBER CRD42019105620.
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Affiliation(s)
| | | | - Nana Adofo-Ansong
- Department of Paediatrics, Mafikeng Provincial Hospital, Mafikeng, South Africa
| | | | - Maame Tekyiwa Botchway
- Department of Paediatric Surgery, University of the Witwatersrand, Johannesburg-Braamfontein, Gauteng, South Africa
| | - Ann Horton Kelly
- Department of Global Health & Social Medicine, King’s College London, London, UK
| | - Naomi Wright
- King’s Centre for Global Health and Health Partnerships, King’s College London, London, UK
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Sibbald CA, Nicholas JL, Chapnick M, Ross N, Gandor PL, Waters WF, Palacios I, Iannotti LL. Fetal brain ultrasound measures and maternal nutrition: A feasibility study in Ecuador. Am J Hum Biol 2020; 33:e23467. [PMID: 33249679 DOI: 10.1002/ajhb.23467] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 06/16/2020] [Accepted: 06/19/2020] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVE Nutrition during pregnancy is an important modifiable determinant of fetal growth and development. This pilot study aimed to characterize the association between fetal anthropometry, fetal brain development, and maternal diet among women in Ecuador using portable ultrasound in resource-limited clinics, including measurements of brain structures not typically imaged in this setting. METHODS Pregnant women (n = 47) from four resource-limited health centers were surveyed on demographic, socioeconomic, morbidity, and dietary information. Maternal height, weight, and blood pressure were taken. A sonographer took 15 images per participant, including those standardly assessed during the fetal survey and additional brain structures identified as potentially responsive to maternal nutrition, but not part of the standard fetal survey. RESULTS Mean percentiles for all standard fetal survey measurements generated from WHO Fetal Growth Curves fell below 50%, and negative mean Z scores were found for biparietal diameter (-0.95 ± 1.11) and femur length (-0.22 ± 1.10). Generalized linear modeling adjusting for gestational age and other covariates showed frequency of seafood consumption was positively associated with fetal biparietal diameter Z score (P = 0.005), beans and legumes positively associated with femur length (P = 0.006), and a negative association was found for soda consumption and fetal head circumference (P = 0.013). CONCLUSIONS This pilot study demonstrated the feasibility of capturing images of nutrition-relevant fetal brain structures not part of the standard fetal survey in resource-limited settings using portable ultrasound. Our study revealed associations between anthropometry, brain structure size, and maternal diet demonstrating potential for prenatal nutrition research using ultrasound in the field.
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Affiliation(s)
- Carrie A Sibbald
- Washington University, School of Medicine, St. Louis, Missouri, USA
| | - Jennifer L Nicholas
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, Missouri, USA
| | - Melissa Chapnick
- Brown School, Institute for Public Health, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Naima Ross
- Columbia University Vagelos College of Physicians and Surgeons, New York, New York, USA
| | | | - William F Waters
- Institute for Research in Health and Nutrition, Universidad San Francisco de Quito, Quito, Pichincha, Ecuador
| | - Iván Palacios
- Institute for Research in Health and Nutrition, Universidad San Francisco de Quito, Quito, Pichincha, Ecuador
| | - Lora L Iannotti
- Brown School, Institute for Public Health, Washington University in St. Louis, St. Louis, Missouri, USA
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Perrone G, Sartelli M, Mario G, Chichom-Mefire A, Labricciosa FM, Abu-Zidan FM, Ansaloni L, Biffl WL, Ceresoli M, Coccolini F, Coimbra R, Demetrashvili Z, Di Saverio S, Fraga GP, Khokha V, Kirkpatrick AW, Kluger Y, Leppaniemi A, Maier RV, Moore EE, Negoi I, Ordonez CA, Sakakushev B, Lohse HAS, Velmahos GC, Wani I, Weber DG, Bonati E, Catena F. Management of intra-abdominal-infections: 2017 World Society of Emergency Surgery guidelines summary focused on remote areas and low-income nations. Int J Infect Dis 2020; 99:140-148. [PMID: 32739433 DOI: 10.1016/j.ijid.2020.07.046] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Revised: 07/23/2020] [Accepted: 07/26/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Most remote areas have restricted access to healthcare services and are too small and remote to sustain specialist services. In 2017, the World Society of Emergency Surgery (WSES) published guidelines for the management of intra-abdominal infections. Many hospitals, especially those in remote areas, continue to face logistical barriers, leading to an overall poorer adherence to international guidelines. METHODS The aim of this paper is to report and amend the 2017 WSES guidelines for the management of intra-abdominal infections, extending these recommendations for remote areas and low-income countries. A literature search of the PubMed/MEDLINE databases was conducted covering the period up until June 2020. RESULTS The critical shortages of healthcare workers and material resources in remote areas require the use of a robust triage system. A combination of abdominal signs and symptoms with early warning signs may be used to screen patients needing immediate acute care surgery. A tailored diagnostic step-up approach based on the hospital's resources is recommended. Ultrasound and plain X-ray may be useful diagnostic tools in remote areas. The source of infection should be totally controlled as soon as possible. CONCLUSIONS The cornerstones of effective treatment for intra-abdominal infections in remote areas include early diagnosis, prompt resuscitation, early source control, and appropriate antimicrobial therapy. Standardization in applying the guidelines is mandatory to adequately manage intra-abdominal infections.
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Affiliation(s)
- Gennaro Perrone
- Department of Emergency Surgery, Maggiore Hospital, Parma, Italy
| | | | - Giuffrida Mario
- Department of General Surgery, Maggiore Hospital, Parma, Italy.
| | - Alain Chichom-Mefire
- Department of Surgery and Obstetrics/Gynaecology, Regional Hospital, Limbe, Cameroon
| | - Francesco Maria Labricciosa
- Department of Biomedical Sciences and Public Health, Unit of Hygiene, Preventive Medicine and Public Health, Università Politecnica delle Marche, Ancona, Italy
| | - Fikri M Abu-Zidan
- Department of Surgery, College of Medicine and Health Sciences, UAE University, Al-Ain, United Arab Emirates
| | - Luca Ansaloni
- General Surgery Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Walter L Biffl
- Acute Care Surgery at The Queen's Medical Center, John A. Burns School of Medicine, University of Hawai'i, Honolulu, USA
| | - Marco Ceresoli
- General Surgery Department, Papa Giovanni XXIII Hospital, Bergamo, Italy
| | - Federico Coccolini
- General, Emergency and Trauma Surgery Department, Pisa University Hospital, Pisa, Italy
| | - Raul Coimbra
- Department of Surgery, UC San Diego Medical Center, San Diego, CA, USA
| | - Zaza Demetrashvili
- Department of Surgery, Tbilisi State Medical University, Kipshidze Central University Hospital, Tbilisi, Georgia
| | - Salomone Di Saverio
- Department of General Surgery, University Hospital of Varese, University of Insubria, Varese, Italy
| | - Gustavo Pereira Fraga
- Division of Trauma Surgery, Department of Surgery, School of Medical Sciences, University of Campinas (Unicamp), Campinas, SP, Brazil
| | - Vladimir Khokha
- Department of Emergency Surgery, Mozyr City Hospital, Mozyr, Belarus
| | - Andrew W Kirkpatrick
- Departments of Surgery, Critical Care Medicine, and the Regional Trauma Service, Foothills Medical Centre, Calgary, Alberta, Canada
| | - Yoram Kluger
- Department of General Surgery, Division of Surgery, Rambam Health Care Campus, Haifa, Israel
| | - Ari Leppaniemi
- Abdominal Center, University Hospital Meilahti, Helsinki, Finland
| | - Ronald V Maier
- Department of Surgery, University of Washington, Seattle, WA, USA
| | - Ernest Eugene Moore
- Department of Surgery, University of Colorado, Denver Health Medical Center, Denver, CO, USA
| | - Ionut Negoi
- Department of Surgery, Emergency Hospital of Bucharest, Bucharest, Romania
| | - Carlos A Ordonez
- Department of Surgery and Critical Care, Universidad del Valle, Fundación Valle del Lili, Cali, Colombia
| | - Boris Sakakushev
- General Surgery Department, Medical University, University Hospital St George, Plovdiv, Bulgaria
| | - Helmut A Segovia Lohse
- II Cátedra de Clínica Quirúrgica, Hospital de Clínicas, Facultad de Ciencias Medicas, Universidad Nacional de Asuncion, Asuncion, Paraguay
| | - George C Velmahos
- Trauma, Emergency Surgery, and Surgical Critical Care Harvard Medical School, Massachusetts General Hospital, Boston, USA
| | - Imtaz Wani
- Department of Surgery, Sheri-Kashmir Institute of Medical Sciences, Srinagar, India
| | - Dieter G Weber
- Department of Trauma Surgery, Royal Perth Hospital, Perth, Australia
| | - Elena Bonati
- Department of General Surgery, Maggiore Hospital, Parma, Italy
| | - Fausto Catena
- Department of Emergency Surgery, Maggiore Hospital, Parma, Italy
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Wood CB, Yancey KH, Okerosi SN, Wiggleton J, Seim NB, Mannion K, Netterville JL. Ultrasound Training for Head and Neck Surgeons in Rural Kenya: A Feasibility Study. JOURNAL OF SURGICAL EDUCATION 2020; 77:866-872. [PMID: 32146136 DOI: 10.1016/j.jsurg.2020.02.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2019] [Accepted: 02/10/2020] [Indexed: 06/10/2023]
Abstract
OBJECTIVE To determine the feasibility of training otolaryngologists to perform head and neck ultrasound in low- and middle-income countries over a short timeframe. DESIGN Prospective cohort evaluating an ultrasound training course for otolaryngologists in low- and middle-income countries. SETTING Surgical training camp for otolaryngologists in semirural Kenya. METHODS Participants were prospectively recruited to participate in an ultrasound training course during a 2-week surgical training camp. They performed baseline ultrasound exams (9-item test, 5-point scale) with no assistance, followed by didactic sessions teaching ultrasound techniques. Participating surgeons then performed head and neck ultrasound exams on patients in clinic or in the operating room with direct supervision. Postcourse ultrasounds were performed, and the results of these tests were compared to baseline exams. RESULTS Eight surgeons were enrolled out of a total of 13 (62%). Three were attending surgeons (37.5%), 1 enrollee was a head and neck surgery fellow, and 4 were senior residents (50%). Six of 8 surgeons were from Kenya. The mean precourse test score was 25 (range 21-30) compared to a mean postcourse test score of 40 (range 37-45, p < 0.005). All participants significantly improved their scores, with a mean improvement of 16 points (range 10-23). DISCUSSION Otolaryngologists are uniquely equipped to learn head and neck ultrasound given their familiarity with the anatomy and pathology in this region. Training physicians without prior experience can be done even over short timeframes. Early training should focus on ultrasound, with later stages of training focusing on pathology.
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Affiliation(s)
- Carey Burton Wood
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee.
| | - Kristen H Yancey
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Samuel N Okerosi
- Department of Otolaryngology, University of Nairobi, Nairobi, Kenya
| | - Jaime Wiggleton
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Nolan B Seim
- Department of Otolaryngology - Head and Neck Surgery, Ohio State University Medical Center, Columbus, Ohio
| | - Kyle Mannion
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
| | - James L Netterville
- Department of Otolaryngology - Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, Tennessee
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Shrestha R, Blank W, Shrestha AP, Pradhan A. Evaluation of Interdisciplinary Emergency Ultrasound Workshop for Primary Care Physicians in Nepal. Open Access Emerg Med 2020; 12:99-109. [PMID: 32431554 PMCID: PMC7200392 DOI: 10.2147/oaem.s246656] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2020] [Accepted: 04/18/2020] [Indexed: 12/22/2022] Open
Abstract
PURPOSE Point-of-care ultrasound (POCUS) is a quick bedside tool that has the potential to improve emergency care in resource-limited settings due to its relatively low cost and accessibility. Effort to disseminate the knowledge and skills about POCUS is inadequate in low and middle income countries like Nepal. We conducted a two-day interdisciplinary advanced emergency ultrasound workshop that targeted physicians working in emergency department and primary care, especially in rural Nepal. We explored the effectiveness of this training based on validated Kirkpatrick's 4 steps of evaluating training outcomes. MATERIALS AND METHODS We conducted a prospective quasi-experimental study with mixed research design. Multidisciplinary physicians working in emergency departments participated in the two-day workshop. We assessed and compared the pre- and post-workshop knowledge. We collected on-site and a follow-up feedback to explore pre- and post-workshop confidence level, perceived usefulness and clinical use of ultrasound using a 5-point Likert scale. The barriers to use POCUS were explored. RESULTS A total of 50 physicians from different parts of Nepal participated in the workshop. The academic level of the participants, duration of their clinical experience and the previous use of POCUS did not have a significant difference in their pre- and posttest knowledge scores. The difference between the median (IQR) pre- and posttest scores [14 (12.75-17.75) and 24.5 (22.25-25.5), respectively] was statistically significant (p<0.001). Perceived confidence level and usefulness of the POCUS increased significantly in all of its domains (p<0.001). Self-reported increase in its clinical use was significant (p<0.001) for all fields. CONCLUSION The participation in this emergency ultrasound workshop increased the knowledge of participants in POCUS. Their confidence, perceived usefulness and clinical use of POCUS improved significantly. Objective longitudinal follow-up of participants' skill and demonstration of increased clinical use of POCUS in emergency department influencing the clinical outcome would be the focus of future research.
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Affiliation(s)
- Roshana Shrestha
- Department of General Practice and Emergency Medicine, Kathmandu University School of Medical Sciences, Dhulikhel, Kavrepalanchok, Nepal
| | - Wolfgang Blank
- Medical Clinic I, Klinikum am Steinenberg Reutlingen Teaching Hospital, University Tübingen, Tübingen, Germany
| | - Anmol Purna Shrestha
- Department of General Practice and Emergency Medicine, Kathmandu University School of Medical Sciences, Dhulikhel, Kavrepalanchok, Nepal
| | - Alok Pradhan
- Department of General Practice and Emergency Medicine, Kathmandu University School of Medical Sciences, Dhulikhel, Kavrepalanchok, Nepal
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Hadley M, Mullen LA, Dickerson L, Harvey SC. Assessment and Improvement Strategies for a Breast Cancer Early Detection Program in Rural South Africa. J Glob Oncol 2019; 4:1-12. [PMID: 30085890 PMCID: PMC6223520 DOI: 10.1200/jgo.18.00015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Purpose To assess and develop solutions for an ultrasound-based breast cancer early detection program in rural South Africa 1 year after implementation. Methods A WHO-endorsed RAD-AID Radiology Readiness Assessment was used to evaluate clinic resources. In addition, 5 weeks of observation identified resource deficiencies and reviewed existing documentation methods. On the basis of stakeholders' input and the BI-RADS, we developed new documentation systems. Training was followed by a survey that assessed feasibility and provider acceptance. Results Resource limitations included lack of computers, unpredictable electrical supply, and inconsistent Internet. The assessment revealed incomplete documentation of breast clinical examinations and history, breast lesions, and follow-up. Furthermore, limitations negatively affected communication among providers. Three solutions were developed: a paper patient history form, a paper clinical findings form, and a computerized patient-tracking data base compliant with BI-RADS. Three nurses, three nursing assistants, and one counselor completed the survey. Seventy-one percent indicated positive general attitudes, and 100% agreed that the documentation system is easy and useful and improves overall quality of care, follow-up, decision making; access to clinical information; and communication between clinicians and patients. Five of the seven providers reported that the system increased visit time, but three of those five believed that the process was valuable. Conclusion Implementation of a breast cancer early detection program in resource-limited regions is challenging, and continual assessment is essential. As a result of identified needs, we developed a documentation system that was broadly accepted. Future steps should focus on increasing efficiency, evaluation of provider attitudes long term, and clinical effect.
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Affiliation(s)
- Megan Hadley
- Megan Hadley and Lindsay Dickerson, The Johns Hopkins University School of Medicine; and Lisa A. Mullen and Susan C. Harvey, Johns Hopkins Medicine, Baltimore, MD
| | - Lisa A Mullen
- Megan Hadley and Lindsay Dickerson, The Johns Hopkins University School of Medicine; and Lisa A. Mullen and Susan C. Harvey, Johns Hopkins Medicine, Baltimore, MD
| | - Lindsay Dickerson
- Megan Hadley and Lindsay Dickerson, The Johns Hopkins University School of Medicine; and Lisa A. Mullen and Susan C. Harvey, Johns Hopkins Medicine, Baltimore, MD
| | - Susan C Harvey
- Megan Hadley and Lindsay Dickerson, The Johns Hopkins University School of Medicine; and Lisa A. Mullen and Susan C. Harvey, Johns Hopkins Medicine, Baltimore, MD
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Seim NB, Wood CB, Yancey KL, Mannion K, Netterville JL. Head and Neck Ultrasound in Otolaryngology Surgical Missions. EAR, NOSE & THROAT JOURNAL 2019; 98:535-536. [PMID: 31554430 DOI: 10.1177/0145561319864553] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Affiliation(s)
- Nolan B Seim
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - C Burton Wood
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kristen L Yancey
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Kyle Mannion
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
| | - James L Netterville
- Department of Otolaryngology-Head and Neck Surgery, Vanderbilt University Medical Center, Nashville, TN, USA
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Holmlund S, Lan PT, Edvardsson K, Phuc HD, Ntaganira J, Small R, Kidanto H, Ngarina M, Mogren I. Health professionals' experiences and views on obstetric ultrasound in Vietnam: a regional, cross-sectional study. BMJ Open 2019; 9:e031761. [PMID: 31548354 PMCID: PMC6773349 DOI: 10.1136/bmjopen-2019-031761] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
OBJECTIVES Obstetric ultrasound is an important part of antenatal care in Vietnam, although there are great differences in access to antenatal care and ultrasound services across the country. The aim of this study was to explore Vietnamese health professionals' experiences and views of obstetric ultrasound in relation to clinical management, resources and skills. DESIGN A cross-sectional questionnaire study was performed as part of the CROss Country UltraSound study. SETTING Health facilities (n=29) in urban, semiurban and rural areas of Hanoi region in Vietnam. PARTICIPANTS Participants were 289 obstetricians/gynaecologists and 535 midwives. RESULTS A majority (88%) of participants agreed that 'every woman should undergo ultrasound examination' during pregnancy to determine gestational age. Participants reported an average of six ultrasound examinations as medically indicated during an uncomplicated pregnancy. Access to ultrasound at participants' workplaces was reported as always available regardless of health facility level. Most participants performing ultrasound reported high-level skills for fetal heart rate examination (70%), whereas few (23%) reported being skilled in examination of the anatomy of the fetal heart. Insufficient ultrasound training leading to suboptimal pregnancy management was reported by 37% of all participants. 'Better quality of ultrasound machines', 'more physicians trained in ultrasound' and 'more training for health professionals currently performing ultrasound' were reported as ways to improve the utilisation of ultrasound. CONCLUSIONS Obstetric ultrasound is used as an integral part of antenatal care at all selected health facility levels in the region of Hanoi, and access was reported as high. However, reports of insufficient ultrasound training resulting in suboptimal pregnancy management indicate a need for additional training of ultrasound operators to improve utilisation of ultrasound.
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Affiliation(s)
- Sophia Holmlund
- Department of Clinical Sciences, Obstetrics and Gynecology, Umeå University, Umeå, Sweden
| | - Pham Thi Lan
- Department of Dermatology and Venereology, Hanoi Medical University, Hanoi, Vietnam
| | - Kristina Edvardsson
- Department of Clinical Sciences, Obstetrics and Gynecology, Umeå University, Umeå, Sweden
- Judith Lumley Centre, School of Nursing and Midwifery, La Trobe University, Melbourne, Victoria, Australia
| | - Ho Dang Phuc
- Department of Probability and Mathematical Statistics, Institute of Mathematics, Vietnam Academy of Science and Technology, Hanoi, Vietnam
| | - Joseph Ntaganira
- School of Public Health, University of Rwanda, College of Medicine and Health Sciences, Kigali, Rwanda
| | - Rhonda Small
- Judith Lumley Centre, School of Nursing and Midwifery, La Trobe University, Melbourne, Victoria, Australia
- Department of Women's and Children's and Reproductive Health, Karolinska Institutet, Stockholm, Sweden
| | - Hussein Kidanto
- Department of Obstetrics and Gynecology, Aga Khan University - Tanzania, Dar es Salaam, Tanzania
| | - Matilda Ngarina
- Department of Obstetrics and Gynecology, Muhimbili National Hospital, Dar es Salaam, Tanzania
| | - Ingrid Mogren
- Judith Lumley Centre, School of Nursing and Midwifery, La Trobe University, Melbourne, Victoria, Australia
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Value and Diagnostic Efficacy of Fetal Morphology Assessment Using Ultrasound in A Poor-Resource Setting. Diagnostics (Basel) 2019; 9:diagnostics9030109. [PMID: 31480636 PMCID: PMC6787725 DOI: 10.3390/diagnostics9030109] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Revised: 08/29/2019] [Accepted: 08/29/2019] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Ultrasound is operator-dependent, and its value and efficacy in fetal morphology assessment in a low-resource setting is poorly understood. We assessed the value and efficacy of fetal morphology ultrasound assessment in a Nigerian setting. MATERIALS AND METHODS We surveyed fetal morphology ultrasound performed across five facilities and followed-up each fetus to ascertain the outcome. Fetuses were surveyed in the second trimester (18th-22nd weeks) using the International Society of Ultrasound in Obstetrics and Gynecology (ISUOG) guideline. Clinical and surgical reports were used as references to assess the diagnostic efficacy of ultrasound in livebirths, and autopsy reports to confirm anomalies in terminated pregnancies, spontaneous abortions, intrauterine fetal deaths, and still births. We calculated sensitivity, specificity, positive and negative predictive values, Area under the curve (AUC), Youden index, likelihood ratios, and post-test probabilities. RESULTS In total, 6520 fetuses of women aged 15-46 years (mean = 31.7 years) were surveyed. The overall sensitivity, specificity, and AUC were 77.1 (95% CI: 68-84.6), 99.5 (95% CI: 99.3-99.7), and 88.3 (95% CI: 83.7-92.2), respectively. Other performance metrics were: positive predictive value, 72.4 (95% CI: 64.7-79.0), negative predictive value, 99.6 (95% CI: 99.5-99.7), and Youden index (77.1%). Abnormality prevalence was 1.67% (95% CI: 1.37-2.01), and the positive and negative likelihood ratios were 254 (95% CI: 107.7-221.4) and 0.23 (95% CI: 0.16-0.33), respectively. The post-test probability for positive test was 72% (95% CI: 65-79). CONCLUSION Fetal morphology assessment is valuable in a poor economics setting, however, the variation in the diagnostic efficacy across facilities and the limitations associated with the detection of circulatory system anomalies need to be addressed.
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Salinaro JR, McNally PJ, Nickenig Vissoci JR, Ellestad SC, Nelson B, Broder JS. A prospective blinded comparison of second trimester fetal measurements by expert and novice readers using low-cost novice-acquired 3D volumetric ultrasound. J Matern Fetal Neonatal Med 2019; 34:1805-1813. [PMID: 31352874 DOI: 10.1080/14767058.2019.1649390] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
RATIONALE AND OBJECTIVES Two-dimensional (2D) ultrasound (US) is operator dependent, requiring operator skill and experience to selectively identify and record planes of interest for subsequent interpretation. This limits the utility of US in settings in which expert sonographers are unavailable. Three-dimensional (3D) US acquisition of an anatomic target, which enables reconstruction of any plane through the acquired volume, might reduce operator dependence by providing any desired image plane for interpretation, without identification of target planes of interest at the time of acquisition. We applied a low-cost 3DUS technology because of the wider potential application compared with dedicated 3DUS systems. We chose second trimester fetal biometric parameters for study because of their importance in maternal-fetal health globally. We hypothesized that expert and novice interpretations of novice-acquired 3D volumes would not differ from each other nor from expert measurements of expert-acquired 2D images, the clinical reference standard. MATERIALS AND METHODS This was a prospective, blinded, observational study. Expert sonographers blinded to 3DUS volumes acquired 2DUS images of second trimester fetuses from 32 subjects, and expert readers performed interpretation, during usual care. A novice sonographer blinded to other clinical data acquired oriented 3DUS image volumes of the same subjects on the same date. Expert readers blinded to other data assessed placental location (PL), fetal presentation (FP), and amniotic fluid volume (AFV) in novice-acquired 3D volumes. Novice and expert raters blinded to other data independently measured biparietal diameter (BPD), humerus length (HL), and femur length (FL) for each fetus from novice-acquired 3D volumes. Corresponding gestational age (GA) estimates were calculated. Inter-rater reliability of measurements and GAs (expert 3D versus expert 2D, novice 3D versus expert 2D, and expert 3D versus novice 3D) were assessed by intraclass correlation coefficient (ICC). Mean inter-rater measurement differences were analyzed using one-way ANOVA. RESULTS 3D volume acquisition and reconstruction required mean 30.4 s (±5.7) and 70.0 s (±24.0), respectively. PL, FP, and AFV were evaluated from volumes for all subjects; mean time for evaluation was 16 s (±0.0). PL, FP, and AFV could be evaluated for all subjects. At least one biometric measurement was possible for 31 subjects (97%). Agreement between rater pairs for a composite of all measures was excellent (ICCs ≥ 0.95), and for individual measures was good to excellent (ICCs ≥ 0.75). Inter-rater differences were not significant (p > .05). CONCLUSIONS Expert and novice interpretations of novice-acquired 3DUS volumes of second trimester fetuses provided reliable biometric measures compared with expert interpretation of expert-acquired 2DUS images. 3DUS volume acquisition with a low-cost system may reduce operator dependence of ultrasound.
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Affiliation(s)
| | | | - Joao R Nickenig Vissoci
- Division of Emergency Medicine, Department of Surgery, School of Medicine, Duke University, Durham, NC, USA
| | - Sarah C Ellestad
- Division of Maternal-Fetal Medicine, Department of Obstetrics and Gynecology, School of Medicine, Duke University, Durham, NC, USA
| | - Brian Nelson
- Division of Emergency Medicine, Department of Surgery, School of Medicine, Duke University, Durham, NC, USA
| | - Joshua S Broder
- Division of Emergency Medicine, Department of Surgery, School of Medicine, Duke University, Durham, NC, USA
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Swanson JO, Nathan RO, Swanson DL, Perez KM, Bresnahan BW, Mirza W, Goldenberg RL. Use of ultrasound and mHealth to improve perinatal outcomes in low and middle income countries. Semin Perinatol 2019; 43:267-272. [PMID: 31003635 DOI: 10.1053/j.semperi.2019.03.016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The explosion of mobile health and portable obstetric ultrasound interventions in low- and middle-income countries (LMIC) reflects the optimism that technology can help reduce persistently high rates of maternal and neonatal mortality and morbidity in these settings. While these technology-driven interventions have had success in improving aspects of antenatal and perinatal care, they have not clearly demonstrated reductions in mortality. The expanding synergy between mobile health (mHealth) and ultrasound technology shows promise to enhance care, but it will likely take combining these technological advances with system-wide approaches that also address referral patterns and infrastructure barriers to improve outcomes.
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Affiliation(s)
- Jonathan O Swanson
- Department of Radiology, University of Washington, UW Mailbox 357115, 1959 NE Pacific Street, Seattle, WA 98195, USA.
| | - Robert O Nathan
- Department of Radiology, University of Washington, UW Mailbox 357115, 1959 NE Pacific Street, Seattle, WA 98195, USA
| | - David L Swanson
- Department of Radiology, University of Washington, UW Mailbox 357115, 1959 NE Pacific Street, Seattle, WA 98195, USA
| | - Krystle M Perez
- Department of Pediatrics, University of Washington, Seattle, WA, USA
| | - Brian W Bresnahan
- Department of Radiology, University of Washington, UW Mailbox 357115, 1959 NE Pacific Street, Seattle, WA 98195, USA
| | - Waseem Mirza
- Department of Radiology, Aga Khan University, Karachi, Pakistan
| | - Robert L Goldenberg
- Department of Obstetrics and Gynecology, Columbia University, New York, NY, USA
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Gunabushanam G, Nautsch F, Mills I, Scoutt LM. Accessible Personal Ultrasound Training Simulator. JOURNAL OF ULTRASOUND IN MEDICINE : OFFICIAL JOURNAL OF THE AMERICAN INSTITUTE OF ULTRASOUND IN MEDICINE 2019; 38:1425-1432. [PMID: 30208244 DOI: 10.1002/jum.14820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Revised: 08/11/2018] [Accepted: 08/14/2018] [Indexed: 05/03/2023]
Abstract
OBJECTIVES Ultrasound simulators are increasingly used for teaching and training purposes, but development has been limited by the need for dedicated and often expensive hardware. The objective of this study was to develop and deploy an accessible and very low-cost personal ultrasound training simulator and obtain trainee feedback. METHODS An ultrasound simulator software program that uses a smartphone as a "mock-probe" and a laptop computer as a "mock ultrasound machine" was created. Spatial positional data is acquired from the smartphone's inbuilt accelerometer and gyroscope and transmitted to the laptop computer for processing and display of simulated ultrasound images in real time by the software program. After obtaining institutional review board approval and informed consent, all first-year radiology residents at our institution were provided access to the simulator program during the "bootcamp" introductory conference series, and a written survey was conducted to obtain feedback. RESULTS A personal ultrasound training simulator software program (Persimus) that reliably performs motion sensing along 2 axes and displays simulated ultrasound images was developed. Nine of 12 (75%) first-year residents at our institution participated in the written survey. Residents' scored values were 8.44 ± 1.33 and 8.44 ± 1.33 (mean + standard deviation) for perceived utility and overall impression and satisfaction, respectively, of the simulator on the Likert scale (1-10, with 10 being the highest score). CONCLUSION Personal ultrasound simulators are technically feasible. These are well received by first-year radiology residents and perceived as useful to their education.
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Affiliation(s)
- Gowthaman Gunabushanam
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Felix Nautsch
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Ian Mills
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Leslie M Scoutt
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, Connecticut, USA
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Wang S, Housden RJ, Noh Y, Singh A, Lindenroth L, Liu H, Althoefer K, Hajnal J, Singh D, Rhode K. Analysis of a Customized Clutch Joint Designed for the Safety Management of an Ultrasound Robot. APPLIED SCIENCES (BASEL, SWITZERLAND) 2019; 9:1900. [PMID: 32754346 PMCID: PMC7115904 DOI: 10.3390/app9091900] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Robotic systems have great potential to assist ultrasound (US) examination. Currently, the safety management method to limit the force that a US robot can apply mostly relies on force sensing and software-based algorithms. This causes the concern that the potential failure of sensors, electrical systems, or software could lead to patient injuries. In this paper, we investigated a customized spring-loaded ball clutch joint designed for a newly developed US robot to passively limit the force applied. The working mechanism of the clutch was modelled and the kinematic-based analysis was performed to understand the variation of the limited force at different postures of the robot. The triggering torque of the clutch was found to be 3928 N·mm, which results in the mean limited force 22.10 ± 1.76 N at the US probe end based on potential postures. The real measurement of the implemented design indicated that the limited force could be set between 17 and 24 N at the neutral posture depending on the preload. With the maximum preload, the mean limited force was found to be 21.98 ± 0.96 N based on 30 repeated measurements. The practically measured results meet the expectation from the theoretical calculation, and the resulting small variation has indicated a good repeatability of the clutch. Based on this evidence, it is concluded that the proposed clutch meets the design aim that it can limit the force applied within a safe range while at the same time ensuring that the required force is applied at different postures.
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Affiliation(s)
- Shuangyi Wang
- School of Biomedical Engineering & Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Richard James Housden
- School of Biomedical Engineering & Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | - Yohan Noh
- School of Biomedical Engineering & Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | | | - Lukas Lindenroth
- Department of Informatics, King’s College London, Strand, London WC2R 2LS, UK
| | - Hongbin Liu
- Department of Informatics, King’s College London, Strand, London WC2R 2LS, UK
| | - Kaspar Althoefer
- Faculty of Science & Engineering, Queen Mary University of London, Mile End Rd, London E1 4NS, UK
| | - Joseph Hajnal
- School of Biomedical Engineering & Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
| | | | - Kawal Rhode
- School of Biomedical Engineering & Imaging Sciences, King’s College London, 4th Floor, Lambeth Wing, St Thomas’ Hospital, London SE1 7EH, UK
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van den Heuvel TLA, Petros H, Santini S, de Korte CL, van Ginneken B. Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries. ULTRASOUND IN MEDICINE & BIOLOGY 2019; 45:773-785. [PMID: 30573305 DOI: 10.1016/j.ultrasmedbio.2018.09.015] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 09/05/2018] [Accepted: 09/14/2018] [Indexed: 06/09/2023]
Abstract
Ultrasound imaging remains out of reach for most pregnant women in developing countries because it requires a trained sonographer to acquire and interpret the images. We address this problem by presenting a system that can automatically estimate the fetal head circumference (HC) from data obtained with use of the obstetric sweep protocol (OSP). The OSP consists of multiple pre-defined sweeps with the ultrasound transducer over the abdomen of the pregnant woman. The OSP can be taught within a day to any health care worker without prior knowledge of ultrasound. An experienced sonographer acquired both the standard plane-to obtain the reference HC-and the OSP from 183 pregnant women in St. Luke's Hospital, Wolisso, Ethiopia. The OSP data, which will most likely not contain the standard plane, was used to automatically estimate HC using two fully convolutional neural networks. First, a VGG-Net-inspired network was trained to automatically detect the frames that contained the fetal head. Second, a U-net-inspired network was trained to automatically measure the HC for all frames in which the first network detected a fetal head. The HC was estimated from these frame measurements, and the curve of Hadlock was used to determine gestational age (GA). The results indicated that most automatically estimated GAs fell within the P2.5-P97.5 interval of the Hadlock curve compared with the GAs obtained from the reference HC, so it is possible to automatically estimate GA from OSP data. Our method therefore has potential application for providing maternal care in resource-constrained countries.
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Affiliation(s)
- Thomas L A van den Heuvel
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands; Medical Ultrasound Imaging Center, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands.
| | - Hezkiel Petros
- St. Luke's Catholic Hospital and College of Nursing and Midwifery, Wolisso, Ethiopia
| | - Stefano Santini
- St. Luke's Catholic Hospital and College of Nursing and Midwifery, Wolisso, Ethiopia
| | - Chris L de Korte
- St. Luke's Catholic Hospital and College of Nursing and Midwifery, Wolisso, Ethiopia; Physics of Fluids Group, MIRA, University of Twente, The Netherlands
| | - Bram van Ginneken
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, The Netherlands; Fraunhofer MEVIS, Bremen, Germany
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Abstract
BACKGROUND Point-of-care ultrasound has gained widespread use in developing countries due to decreased cost and improved telemedicine capabilities. Ultrasound training, specifically image acquisition skills, is occurring with more frequency in non-medical personnel with varying educational levels in these underdeveloped areas. This study evaluates if students without a high school education can be trained to acquire useful FAST images, and to determine if an 8th grade student can teach peers these skills. METHODS The 8th grade students at a small middle school were divided into two groups. One group received training by a certified medical sonographer, while the other group received training by a peer 8th grade student trainer who had previously received training by the sonographer. After training, each student was independently tested by scanning the four FAST locations. A blinded ultrasound expert evaluated these images and deemed each image adequate or inadequate for clinical use. RESULTS Eighty video image clips were obtained. The overall image adequacy rate was 74%. The splenorenal window had the highest rate at 95%, followed by retrovesical at 90%, hepatorenal at 75%, and subxiphoid cardiac at 35%. The adequacy rate of the sonographer-trained group was 78%, while the adequacy rate of the student-trained group was 70%. The difference in image adequacy rate between the two groups was not significant (P-value 0.459). CONCLUSION The majority of 8th graders obtained clinically adequate FAST images after minimal training. Additionally, the student-trained group performed as well as the sonographer-trained group.
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Affiliation(s)
- Alexander S Kwon
- Sage Hill School, 20402 Newport Coast Drive, Newport Coast, California 92657, USA
| | - Shadi Lahham
- Department of Emergency Medicine, UC Irvine Medical Center, UC Irvine School of Medicine, Irvine, Orange, California 92868, USA
| | - John C Fox
- Department of Emergency Medicine, UC Irvine Medical Center, UC Irvine School of Medicine, Irvine, Orange, California 92868, USA
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Wang S, Housden J, Noh Y, Singh A, Back J, Lindenroth L, Liu H, Hajnal J, Althoefer K, Singh D, Rhode K. Design and Implementation of a Bespoke Robotic Manipulator for Extra-corporeal Ultrasound. J Vis Exp 2019. [PMID: 30663700 DOI: 10.3791/58811] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/31/2022] Open
Abstract
With the potential for high precision, dexterity, and repeatability, a self-tracked robotic system can be employed to assist the acquisition of real-time ultrasound. However, limited numbers of robots designed for extra-corporeal ultrasound have been successfully translated into clinical use. In this study, we aim to build a bespoke robotic manipulator for extra-corporeal ultrasound examination, which is lightweight and has a small footprint. The robot is formed by five specially shaped links and custom-made joint mechanisms for probe manipulation, to cover the necessary range of motion with redundant degrees of freedom to ensure the patient's safety. The mechanical safety is emphasized with a clutch mechanism, to limit the force applied to patients. As a result of the design, the total weight of the manipulator is less than 2 kg and the length of the manipulator is about 25 cm. The design has been implemented, and simulation, phantom, and volunteer studies have been performed, to validate the range of motion, the ability to make fine adjustments, mechanical reliability, and the safe operation of the clutch. This paper details the design and implementation of the bespoke robotic ultrasound manipulator, with the design and assembly methods illustrated. Testing results to demonstrate the design features and clinical experience of using the system are presented. It is concluded that the current proposed robotic manipulator meets the requirements as a bespoke system for extra-corporeal ultrasound examination and has great potential to be translated into clinical use.
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Affiliation(s)
- Shuangyi Wang
- School of Biomedical Engineering & Imaging Sciences, King's College London;
| | - James Housden
- School of Biomedical Engineering & Imaging Sciences, King's College London
| | - Yohan Noh
- School of Biomedical Engineering & Imaging Sciences, King's College London
| | | | | | | | - Hongbin Liu
- Department of Informatics, King's College London
| | - Joseph Hajnal
- School of Biomedical Engineering & Imaging Sciences, King's College London
| | - Kaspar Althoefer
- Faculty of Science & Engineering, Queen Mary University of London
| | | | - Kawal Rhode
- School of Biomedical Engineering & Imaging Sciences, King's College London
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Robotic-Assisted Ultrasound for Fetal Imaging: Evolution from Single-Arm to Dual-Arm System. TOWARDS AUTONOMOUS ROBOTIC SYSTEMS 2019. [DOI: 10.1007/978-3-030-25332-5_3] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
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van den Heuvel TLA, de Bruijn D, Moens-van de Moesdijk D, Beverdam A, van Ginneken B, de Korte CL. Comparison Study of Low-Cost Ultrasound Devices for Estimation of Gestational Age in Resource-Limited Countries. ULTRASOUND IN MEDICINE & BIOLOGY 2018; 44:2250-2260. [PMID: 30093339 DOI: 10.1016/j.ultrasmedbio.2018.05.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2018] [Revised: 05/02/2018] [Accepted: 05/29/2018] [Indexed: 06/08/2023]
Abstract
We investigated how accurately low-cost ultrasound devices can estimate gestational age (GA) using both the standard plane and the obstetric sweep protocol (OSP). The OSP can be taught to health care workers without prior knowledge of ultrasound within one day and thus avoid the need to train dedicated sonographers. Three low-cost ultrasound devices were compared with one high-end ultrasound device. GA was estimated with the head circumference (HC), abdominal circumference (AC) and femur length (FL) using both the standard plane and the OSP. The results revealed that the HC, AC and FL can be used to estimate GA using low-cost ultrasound devices in the standard plane within the inter-observer variability presented in the literature. The OSP can be used to estimate GA by measuring the HC and the AC, but not the FL. This study shows that it is feasible to estimate GA in resource-limited countries with low-cost ultrasound devices using the OSP. This makes it possible to estimate GA and assess fetal growth for pregnant women in rural areas of resource-limited countries.
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Affiliation(s)
- Thomas L A van den Heuvel
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Medical Ultrasound Imaging Centre, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Dagmar de Bruijn
- Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, The Netherlands
| | | | - Anette Beverdam
- Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Bram van Ginneken
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands; Fraunhofer MEVIS, Bremen, Germany
| | - Chris L de Korte
- Medical Ultrasound Imaging Centre, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
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50
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van den Heuvel TLA, de Bruijn D, de Korte CL, van Ginneken B. Automated measurement of fetal head circumference using 2D ultrasound images. PLoS One 2018; 13:e0200412. [PMID: 30138319 PMCID: PMC6107118 DOI: 10.1371/journal.pone.0200412] [Citation(s) in RCA: 70] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Accepted: 06/26/2018] [Indexed: 11/19/2022] Open
Abstract
In this paper we present a computer aided detection (CAD) system for automated measurement of the fetal head circumference (HC) in 2D ultrasound images for all trimesters of the pregnancy. The HC can be used to estimate the gestational age and monitor growth of the fetus. Automated HC assessment could be valuable in developing countries, where there is a severe shortage of trained sonographers. The CAD system consists of two steps: First, Haar-like features were computed from the ultrasound images to train a random forest classifier to locate the fetal skull. Secondly, the HC was extracted using Hough transform, dynamic programming and an ellipse fit. The CAD system was trained on 999 images and validated on an independent test set of 335 images from all trimesters. The test set was manually annotated by an experienced sonographer and a medical researcher. The reference gestational age (GA) was estimated using the crown-rump length measurement (CRL). The mean difference between the reference GA and the GA estimated by the experienced sonographer was 0.8 ± 2.6, -0.0 ± 4.6 and 1.9 ± 11.0 days for the first, second and third trimester, respectively. The mean difference between the reference GA and the GA estimated by the medical researcher was 1.6 ± 2.7, 2.0 ± 4.8 and 3.9 ± 13.7 days. The mean difference between the reference GA and the GA estimated by the CAD system was 0.6 ± 4.3, 0.4 ± 4.7 and 2.5 ± 12.4 days. The results show that the CAD system performs comparable to an experienced sonographer. The presented system shows similar or superior results compared to systems published in literature. This is the first automated system for HC assessment evaluated on a large test set which contained data of all trimesters of the pregnancy.
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Affiliation(s)
- Thomas L. A. van den Heuvel
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Medical Ultrasound Imaging Center, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Dagmar de Bruijn
- Department of Obstetrics and Gynecology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Chris L. de Korte
- Medical Ultrasound Imaging Center, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Bram van Ginneken
- Diagnostic Image Analysis Group, Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
- Fraunhofer MEVIS, Bremen, Germany
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