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K M M, Ghosh P, Nagappan K, Palaniswamy DS, Begum R, Islam MR, Tagde P, Shaikh NK, Farahim F, Mondal TK. From Gut Microbiomes to Infectious Pathogens: Neurological Disease Game Changers. Mol Neurobiol 2024:10.1007/s12035-024-04323-0. [PMID: 38967904 DOI: 10.1007/s12035-024-04323-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Accepted: 06/19/2024] [Indexed: 07/06/2024]
Abstract
Gut microbiota and infectious diseases affect neurological disorders, brain development, and function. Compounds generated in the gastrointestinal system by gut microbiota and infectious pathogens may mediate gut-brain interactions, which may circulate throughout the body and spread to numerous organs, including the brain. Studies shown that gut bacteria and disease-causing organisms may pass molecular signals to the brain, affecting neurological function, neurodevelopment, and neurodegenerative diseases. This article discusses microorganism-producing metabolites with neuromodulator activity, signaling routes from microbial flora to the brain, and the potential direct effects of gut bacteria and infectious pathogens on brain cells. The review also considered the neurological aspects of infectious diseases. The infectious diseases affecting neurological functions and the disease modifications have been discussed thoroughly. Recent discoveries and unique insights in this perspective need further validation. Research on the complex molecular interactions between gut bacteria, infectious pathogens, and the CNS provides valuable insights into the pathogenesis of neurodegenerative, behavioral, and psychiatric illnesses. This study may provide insights into advanced drug discovery processes for neurological disorders by considering the influence of microbial communities inside the human body.
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Affiliation(s)
- Muhasina K M
- Department of Pharmacognosy, JSS College of Pharmacy, Ooty, Tamil Nadu, 643001, India.
| | - Puja Ghosh
- Department of Pharmacognosy, JSS College of Pharmacy, Ooty, Tamil Nadu, 643001, India
| | - Krishnaveni Nagappan
- Department of Pharmaceutical Analysis, JSS College of Pharmacy, Ooty, Tamil Nadu, 643001, India
| | | | - Rahima Begum
- Department of Microbiology, Gono Bishwabidyalay, Dhaka, Bangladesh
| | - Md Rabiul Islam
- Tennessee State University Chemistry department 3500 John A Merritt Blvd, Nashville, TN, 37209, USA
| | - Priti Tagde
- PRISAL(Pharmaceutical Royal International Society), Branch Office Bhopal, Bhopal, Madhya Pradesh, 462042, India
| | - Nusrat K Shaikh
- Department of Quality Assurance, Smt. N. M, Padalia Pharmacy College, Navapura, Ahmedabad, 382 210, Gujarat, India
| | - Farha Farahim
- Department of Nursing, King Khalid University, Abha, 61413, Kingdom of Saudi Arabia
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Kashyap J, Olanrewaju OA, Mahar K, Israni M, Bai R, Kumar N, Kumari K, Shadmani S, Bashir MA, Elharif M, Varrassi G, Kumar S, Khatri M, Muzammil MA, Sharma R, Ullah F. Neurological Manifestations of Infectious Diseases: Insights From Recent Cases. Cureus 2023; 15:e51256. [PMID: 38288186 PMCID: PMC10823201 DOI: 10.7759/cureus.51256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 12/28/2023] [Indexed: 01/31/2024] Open
Abstract
This narrative review examines the complex connection between infectious diseases and their neurological effects. It provides a detailed analysis of recent instances and insights derived from various pathogens. As we explore the realm of infectious agents, including viruses, bacteria, parasites, and fungi, a thorough and diverse analysis reveals the intricacies of neurological problems. The review begins by examining viral infections, specifically focusing on how viruses invade the neurological system and its subsequent effects. Significant instances from recent widespread disease outbreaks function as instructive benchmarks, highlighting the progressing comprehension of these ever-changing interconnections. The article examines the complex pathophysiology of neurological problems caused by bacterial infections. It presents current cases that illustrate the various ways these complications might manifest and the difficulties faced in their therapeutic management. Parasitic and fungal infections, which are typically overlooked, are being carefully examined to emphasize their distinct role in causing neurological complications. The mentioned cases highlight the importance of being thoroughly aware of these less-explored areas ranging from protozoan parasites to opportunistic fungal infections. In addition to the immediate effects caused by infectious agents, the review investigates autoimmune responses activated by infections. It provides a detailed examination of specific instances that shed light on the complex relationship between viral triggers and future neurological problems. This text elaborates on the intricacy of autoimmune-related neurological issues, highlighting the necessity for a comprehensive approach to diagnosing and treating them. The narrative next redirects its attention to the diagnostic difficulties that arise when interpreting the neurological symptoms of viral disorders. This article provides a thorough examination of existing diagnostic tools, along with an investigation into new technologies that have the potential to improve our capacity to identify and comprehend complex presentations. This debate connects to the following examination of treatment methods, where current cases that showcase successful interventions are carefully examined to extract valuable insights into good clinical management. The discussion focuses on the public health implications of preventive efforts against infectious infections, including their neurological consequences. The story emphasizes the link between infectious diseases and overall societal health, advocating for a proactive strategy to reduce the impact of neurological complications. The abstract concludes by providing a prospective viewpoint, highlighting areas of research that still need to be addressed, and suggesting potential future avenues. This narrative review seeks to provide a comprehensive resource for physicians, researchers, and public health professionals dealing with the complex field of neurological manifestations in infectious diseases. It combines recent examples, synthesizes current information, and offers a holistic perspective.
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Affiliation(s)
- Jyoti Kashyap
- Medicine, Sri Balaji Action Medical Institute, Delhi, IND
| | - Olusegun A Olanrewaju
- Pure and Applied Biology, Ladoke Akintola University of Technology, Ogbomoso, NGA
- General Medicine, Stavropol State Medical University, Stavropol, RUS
| | - Kinza Mahar
- Medicine, Bahria University Medical and Dental College, Karachi, PAK
| | - Meena Israni
- Medicine, Sir Syed College of Medical Sciences, Karachi, PAK
| | - Reena Bai
- Medicine, Liaquat University of Medical and Health Sciences, Jamshoro, PAK
| | | | - Komal Kumari
- Medicine, NMC Royal Family Medical Centre, Abu Dhabi, ARE
| | - Sujeet Shadmani
- Medicine, Shaheed Mohtarma Benazir Bhutto Medical College, Karachi, PAK
| | | | | | | | - Satish Kumar
- Medicine, Shaheed Mohtarma Benazir Bhutto Medical College, Karachi, PAK
| | - Mahima Khatri
- Internal Medicine/Cardiology, Dow University of Health Sciences, Karachi, PAK
| | | | - Roshan Sharma
- Medicine, Sanjay Gandhi Memorial Hospital, Delhi, IND
| | - Farhan Ullah
- Internal Medicine, Khyber Teaching Hospital, Peshawar, PAK
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Patel H, Revankar R, Valliani A, Revankar N, Yerigeri S, Kaskas N, Stoff B. Teledermatology in medical student, postgraduate trainee, and global dermatology education: A systematic review. JAAD Int 2023; 11:106-111. [PMID: 36941913 PMCID: PMC10018315 DOI: 10.1016/j.jdin.2023.01.023] [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: 01/28/2023] [Indexed: 02/22/2023] Open
Abstract
Background In the aftermath of the COVID-19 pandemic, medical students and residents in the U.S. and globally have gained more exposure to teledermatology, both for the purposes of clinical practice and education. Objective We conducted a systematic review to assess outcomes from teledermatology interventions for dermatology trainees in the U.S. and globally in accordance with Preferred Reporting Items for Systematic Reviews (PRISMA). Methods We searched MEDLINE, EMBASE, Web of Science, and Cochrane CENTRAL for articles written in English and published database inception to November 20, 2022. Results In total, 15 studies met the inclusion criteria. Outcomes reported ranged broadly from resident-provider concordance rates, diagnostic accuracy in comparison to control groups, number of patients seen, and self-reported satisfaction and improvement. Generally, studies indicated high satisfaction rates and improvement in educational outcomes among medical students, residents, and other trainees in the global health setting. Limitations Because of the heterogeneity of study design and outcomes reported, meta-analysis could not be performed. Conclusion Teledermatology can be successfully deployed for clinical care and education domestically and in the global health setting.
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Affiliation(s)
- Heli Patel
- Sidney Kimmel Medical College at Thomas Jefferson University, Philadelphia
| | | | - Aly Valliani
- The Icahn School of Medicine at Mount Sinai, New York
| | - Nikita Revankar
- East Carolina University Brody School of Medicine, Greenville, North Carolina
| | | | - Nadine Kaskas
- The Icahn School of Medicine at Mount Sinai, New York
| | - Benjamin Stoff
- Department of Dermatology, Emory University School of Medicine, Atlanta, Georgia
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Yagnik KJ, Saad HA, King HL, Bedimo RJ, Lehmann CU, Medford RJ. Characteristics and Outcomes of Infectious Diseases Electronic COVID-19 Consultations at a Multisite Academic Health System. Cureus 2021; 13:e19203. [PMID: 34877196 PMCID: PMC8642131 DOI: 10.7759/cureus.19203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/02/2021] [Indexed: 12/25/2022] Open
Abstract
Objective The need for clinicians to access Infectious Diseases (ID) consultants for clinical decision-making support increased during the Coronavirus Disease 2019 (COVID-19) pandemic. Traditional ID consultations with face-to-face (FTF) patient assessments are not always possible or practical during a pandemic and involve added exposure risk and personal protective equipment (PPE) use. Electronic consultations (e-consults) may provide an alternative and improve access to ID specialists during the pandemic. Methods We implemented ID e-consult platforms designed to answer clinical questions related to COVID-19 at three academic clinical institutions in Dallas, Texas. We conducted a retrospective review of all COVID-19 ID e-consults between March 16, 2020 and May 15, 2020 evaluating characteristics and outcomes of e-consults among the clinical sites. Results We completed 198 COVID-19 ID e-consults at participating institutions. The most common e-consult indications were for 63 (32%) repeat testing, 61 (31%) initial testing, 65 (33%) treatment options, and 61 (31%) Infection Prevention (IP). Based on the e-consult recommendation, 53 (27%) of patients were initially tested for COVID-19, 45 (23%) were re-tested, 44 (22%) of patients had PPE precautions initiated, and 37 (19%) had PPE precautions removed. The median time to consult completion was four hours and 8 (4%) consults were converted to standard FTF consults. Conclusion E-consult services can provide safe and timely access to ID specialists during the COVID-19 pandemic, minimizing the risk of infection to the patient and health care workers, while preserving PPE and testing supplies.
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Affiliation(s)
- Kruti J Yagnik
- Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, USA
| | - Hala A Saad
- Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, USA
| | - Helen L King
- Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, USA
| | - Roger J Bedimo
- Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, USA
| | | | - Richard J Medford
- Infectious Diseases, University of Texas Southwestern Medical Center, Dallas, USA
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Zakaria A, Maurer T, Amerson E. Impact of Teledermatology Program on Dermatology Resident Experience and Education. Telemed J E Health 2021; 27:1062-1067. [DOI: 10.1089/tmj.2020.0350] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Adam Zakaria
- University of California, San Francisco (UCSF) School of Medicine, San Francisco, California, USA
| | - Toby Maurer
- Department of Dermatology, Indiana University, Indianapolis, Indiana, USA
| | - Erin Amerson
- Department of Dermatology, University of California, San Francisco (UCSF) School of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, San Francisco, California, USA
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Ladha MA, Lui H, Carroll J, Doiron P, Kirshen C, Wong A, Purdy K. Medical Student and Resident Dermatology Education in Canada During the COVID-19 Pandemic [Formula: see text]. J Cutan Med Surg 2021; 25:437-442. [PMID: 33593087 PMCID: PMC8311907 DOI: 10.1177/1203475421993783] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The coronavirus disease 2019 (COVID-19) pandemic and subsequent physical distancing recommendations created major gaps in traditional dermatologic undergraduate and postgraduate medical education delivery. Nevertheless, the educational consequences of various public health restrictions have indirectly set aside the inertia, resistance, and risk averse approach to pedagogical change in medicine. In Canada, rapid collaboration and innovation in dermatologic education has led to novel programs including the implementation of a range of internet-facilitated group learning activities and a dramatic expansion of digital telehealth and virtual care. Going forward, three key issues arising from these developments will need to be addressed: the ongoing assessment of these innovations for efficacy; sustaining the momentum and creativity that has been achieved; and, determining which of these activities are worth maintaining when traditional “tried and true” learning activities can be resumed.
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Affiliation(s)
- Malika A Ladha
- 2129 Division of Dermatology, Department of Medicine, University of Calgary, Alberta, Canada
| | - Harvey Lui
- 8166 Department of Dermatology and Skin Science, University of British Columbia, Vancouver, Canada
| | - Julia Carroll
- 79387989 Division of Dermatology, Department of Medicine, University of Toronto, Canada
| | - Philip Doiron
- 79387989 Division of Dermatology, Department of Medicine, University of Toronto, Canada
| | - Carly Kirshen
- 6363 Division of Dermatology, Department of Medicine, The Ottawa Hospital, University of Ottawa, Canada
| | - Aaron Wong
- 8166 Department of Dermatology and Skin Science, University of British Columbia, Vancouver, Canada
| | - Kerri Purdy
- 2338263688 Division of Dermatology, Department of Medicine, Dalhousie University, Halifax, Canada
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Cartron AM, Aldana PC, Khachemoune A. Pediatric teledermatology: A review of the literature. Pediatr Dermatol 2021; 38:39-44. [PMID: 33295665 DOI: 10.1111/pde.14479] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 09/29/2020] [Accepted: 11/14/2020] [Indexed: 12/13/2022]
Abstract
Skin complaints are common among pediatric patients, yet as of 2020, fewer than 400 board-certified pediatric dermatologists currently practice in the United States. Pediatric teledermatology may address barriers to dermatologic care in children, assisting with distant geographic locations and long wait times. A review of the literature was conducted to synthesize important features of teledermatology for pediatric dermatologists. We summarize types of telemedicine platforms, common dermatologic conditions seen by pediatric teledermatologists, diagnostic accuracy and concordance, and guidelines from the American Academy of Dermatology and the American Telemedicine Association regarding teledermatology. This report highlights the utility of pediatric telemedicine in both the outpatient and inpatient dermatology setting to increase access to high-quality dermatologic care.
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Affiliation(s)
| | - Paola C Aldana
- School of Medicine, University of Maryland, Baltimore, MD, USA
| | - Amor Khachemoune
- Veterans Affairs Medical Center, Brooklyn, NY, USA.,Department of Dermatology, SUNY Downstate, Brooklyn, NY, USA
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Stovel RG, Gabarin N, Cavalcanti RB, Abrams H. Curricular needs for training telemedicine physicians: A scoping review. MEDICAL TEACHER 2020; 42:1234-1242. [PMID: 32757675 DOI: 10.1080/0142159x.2020.1799959] [Citation(s) in RCA: 39] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
PURPOSE The use of telemedicine, a part of 'Virtual Care', is rapidly entering mainstream clinical practice. The ideal curriculum for educating physicians to practice in this emerging field has not been established. We examined the literature to evaluate published curricula for quality and comprehensiveness through the lens of Competency-Based Medical Education (CBME). METHODS We performed a scoping review using CanMEDS as a framework. Peer-reviewed articles describing telemedicine training curricula were identified. Trainee population, curricular points, stage of implementation, evaluation depth, country, and citations (a marker of quality) were examined. RESULTS Forty-three curricula from 11 countries were identified, addressing all training levels and covering multiple specialties. Instructional methods included lectures (60.5%), hands-on experiences (76%), directed reading (24%), online modules (21%), reflection (13%), simulation (34%), and group discussions (16%). Hands-on curricula covered all CanMEDS roles more often. Twenty-nine of the implemented curricula were evaluated; 83% were rated positively. CONCLUSIONS Our scoping review helps inform more comprehensive and efficacious curricula for teaching telemedicine. We suggest centering curricula on a competency-based, outcomes-oriented framework such as CanMEDS with multiple teaching modalities complementing hands-on experiences. This will facilitate rigorous telemedicine training to deliver on the promise of high-quality patient care.
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Affiliation(s)
- Rebecca G Stovel
- Department of Medicine, University of Toronto, Toronto, Canada
- HoPingKong Centre for Excellence in Education and Practice (CEEP), Toronto, Canada
- Department of Medicine, Women's College Hospital, Toronto, Canada
| | - Nadia Gabarin
- Department of Medicine, University of Toronto, Toronto, Canada
| | - Rodrigo B Cavalcanti
- Department of Medicine, University of Toronto, Toronto, Canada
- HoPingKong Centre for Excellence in Education and Practice (CEEP), Toronto, Canada
- Department of Medicine, University Health Network, Toronto, Canada
| | - Howard Abrams
- Department of Medicine, University of Toronto, Toronto, Canada
- Department of Medicine, University Health Network, Toronto, Canada
- OpenLab, University Health Network, Toronto, Canada
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Betlloch-Mas I, Martínez-Miravete MT, Berbegal-DeGracia L, Sánchez-Vázquez L, Sánchez-Payá J. Teledermatology in paediatrics: Health-care impact on the early treatment of infantile haemangiomas. J Telemed Telecare 2020; 27:424-430. [PMID: 32188311 DOI: 10.1177/1357633x20904901] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Teledermatology can solve diagnostic and therapeutic problems in paediatrics, for example in infantile haemangiomas (IHs) requiring early treatment with propranolol. This study aims to assess the impact of teledermatology following its implementation in a health area of Spain, specifically analysing its effectiveness in reducing the age of first propranolol treatment for IH. METHODS This was a descriptive study of paediatric teledermatology from 2015 to 2018, studying age, sex, diagnosis, time and mode of resolution. All IHs referred via teledermatology were analysed, and age at propranolol initiation was compared to the period prior to implementation (2008-2014). We also analysed IHs according to referral pathways (teledermatology vs. conventional pathways). RESULTS We included 432 consultations (47.7% boys). The main diagnoses were IH, erythematous-desquamative diseases and infections. Concordance in diagnosis between paediatricians and dermatologists was good, and 48.12% of cases consulted via teledermatology were resolved remotely. Response time was 2.81 days on average. Children younger than two months of age showed the highest proportion of in-person visits. In 2015-2018, children with IHs began treatment with propranolol at a mean age of 4.5 months (1.9 months in those referred via teledermatology vs. 5.6 months in those using conventional referral pathways). In 2008-2014, the mean age at referral was 7.1 months. These differences were significant. DISCUSSION Teledermatology is a fast and effective tool to resolve paediatric cases, enabling a significant decrease in the age of treatment in infants with IH.
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Affiliation(s)
- Isabel Betlloch-Mas
- Department of Dermatology, Alicante University General Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation), Spain
| | - María-Teresa Martínez-Miravete
- Department of Paediatrics, Alicante University General Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation), Spain
| | | | | | - José Sánchez-Payá
- Epidemiology Unit, Alicante University General Hospital, Alicante Institute for Health and Biomedical Research (ISABIAL-FISABIO Foundation), Spain
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Hansen SW, Gogan JL, Baxter RJ, Garfield MJ. Informed collaboration in health care: An embedded-cases study in geriatric telepsychiatry. INFORMATION SYSTEMS JOURNAL 2018. [DOI: 10.1111/isj.12218] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Affiliation(s)
- Sean W. Hansen
- MIS, Marketing, and Digital Business Department; Rochester Institute of Technology; Rochester New York USA
| | - Janis L. Gogan
- Information and Process Management Department; Bentley University; Waltham Massachusetts USA
| | - Ryan J. Baxter
- Department of Accountancy; Boise State University; Boise Idaho USA
| | - Monica J. Garfield
- Computer Information Systems Department; Bentley University; Waltham Massachusetts USA
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Kakisaka Y, Jin K, Fujikawa M, Kitazawa Y, Nakasato N. Teleconference-based education of epileptic seizure semiology. Epilepsy Res 2018; 145:73-76. [PMID: 29913406 DOI: 10.1016/j.eplepsyres.2018.06.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 05/22/2018] [Accepted: 06/11/2018] [Indexed: 11/24/2022]
Abstract
BACKGROUND To evaluate whether a teleconference-based lecture provides similar understanding of seizure semiology to a face-to-face lecture for physicians. METHODS Subjects were 66 physicians consisting of adult and pediatric neurologists, neurosurgeons, psychiatrists, and general practitioners. All attended the 30-minute lecture to introduce various types of seizure semiology using video-clips by one of the authors (Yo.K.) and then joined the comprehensive case conference which discussed three cases in 1.5 h. Group A received the lecture and conference using a teleconference system (N = 43) and Group B attended in person (N = 23) for geographical reasons. After the conference, 32 subjects (23 in Group A and nine in Group B) scored their own post-lecture understanding of seizure semiology using the four-point Likert scale from 1 (not at all) to 4 (very well) as well as the estimated pre-lecture score. Data was analyzed to assess whether their understanding was improved after the lecture. RESULTS No significant difference was found in improvement of understanding after the lecture between Group A (43%) and Group B (22%; p = 0.42). Pre-lecture score of subjects with improved understanding was significantly lower (2.3 +/- 0.2) than those without improvement (3.7 +/- 0.1) (p < 0.05). SIGNIFICANCE Teleconference-based lectures can be a useful tool to educate seizure semiology for physicians, especially at the inexperienced level, by overcoming geographical limitations.
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Affiliation(s)
- Yosuke Kakisaka
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan.
| | - Kazutaka Jin
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Mayu Fujikawa
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Yu Kitazawa
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
| | - Nobukazu Nakasato
- Department of Epileptology, Tohoku University Graduate School of Medicine, Sendai, Miyagi, Japan
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Deldar K, Tara F, Bahaadinbeigy K, Khajedaluee M, Tara M. A Data Model for Teleconsultation in Managing High-Risk Pregnancies: Design and Preliminary Evaluation. JMIR Med Inform 2017; 5:e52. [PMID: 29242181 PMCID: PMC5746617 DOI: 10.2196/medinform.8393] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Revised: 10/15/2017] [Accepted: 10/29/2017] [Indexed: 11/13/2022] Open
Abstract
Background Teleconsultation is a guarantor for virtual supervision of clinical professors on clinical decisions made by medical residents in teaching hospitals. Type, format, volume, and quality of exchanged information have a great influence on the quality of remote clinical decisions or tele-decisions. Thus, it is necessary to develop a reliable and standard model for these clinical relationships. Objective The goal of this study was to design and evaluate a data model for teleconsultation in the management of high-risk pregnancies. Methods This study was implemented in three phases. In the first phase, a systematic review, a qualitative study, and a Delphi approach were done in selected teaching hospitals. Systematic extraction and localization of diagnostic items to develop the tele-decision clinical archetypes were performed as the second phase. Finally, the developed model was evaluated using predefined consultation scenarios. Results Our review study has shown that present medical consultations have no specific structure or template for patient information exchange. Furthermore, there are many challenges in the remote medical decision-making process, and some of them are related to the lack of the mentioned structure. The evaluation phase of our research has shown that data quality (P<.001), adequacy (P<.001), organization (P<.001), confidence (P<.001), and convenience (P<.001) had more scores in archetype-based consultation scenarios compared with routine-based ones. Conclusions Our archetype-based model could acquire better and higher scores in the data quality, adequacy, organization, confidence, and convenience dimensions than ones with routine scenarios. It is probable that the suggested archetype-based teleconsultation model may improve the quality of physician-physician remote medical consultations.
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Affiliation(s)
- Kolsoum Deldar
- Student Research Committee, Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Islamic Republic Of Iran
| | - Fatemeh Tara
- Women Health Research Center, Department of Obstetrics and Gynecology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Islamic Republic Of Iran
| | - Kambiz Bahaadinbeigy
- Medical Informatics Research Center, Institute of Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Islamic Republic Of Iran
| | - Mohammad Khajedaluee
- Department of Community Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Islamic Republic Of Iran
| | - Mahmood Tara
- Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Islamic Republic Of Iran
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Patel SN, Martinez-Castellanos MA, Berrones-Medina D, Swan R, Ryan MC, Jonas KE, Ostmo S, Campbell JP, Chiang MF, Chan RVP. Assessment of a Tele-education System to Enhance Retinopathy of Prematurity Training by International Ophthalmologists-in-Training in Mexico. Ophthalmology 2017; 124:953-961. [PMID: 28385303 DOI: 10.1016/j.ophtha.2017.02.014] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2016] [Revised: 02/06/2017] [Accepted: 02/10/2017] [Indexed: 10/19/2022] Open
Abstract
PURPOSE To evaluate a tele-education system developed to improve diagnostic competency in retinopathy of prematurity (ROP) by ophthalmologists-in-training in Mexico. DESIGN Prospective, randomized cohort study. PARTICIPANTS Fifty-eight ophthalmology residents and fellows from a training program in Mexico consented to participate. Twenty-nine of 58 trainees (50%) were randomized to the educational intervention (pretest, ROP tutorial, ROP educational chapters, and posttest), and 29 of 58 trainees (50%) were randomized to a control group (pretest and posttest only). METHODS A secure web-based educational system was created using clinical cases (20 pretest, 20 posttest, and 25 training chapter-based) developed from a repository of over 2500 unique image sets of ROP. For each image set used, a reference standard ROP diagnosis was established by combining the clinical diagnosis by indirect ophthalmoscope examination and image-based diagnosis by multiple experts. Trainees were presented with image-based clinical cases of ROP during a pretest, posttest, and training chapters. MAIN OUTCOME MEASURES The accuracy of ROP diagnosis (e.g., plus disease, zone, stage, category) was determined using sensitivity and specificity calculations from the pretest and posttest results of the educational intervention group versus control group. The unweighted kappa statistic was used to analyze the intragrader agreement for ROP diagnosis by the ophthalmologists-in-training during the pretest and posttest for both groups. RESULTS Trainees completing the tele-education system had statistically significant improvements (P < 0.01) in the accuracy of ROP diagnosis for plus disease, zone, stage, category, and aggressive posterior ROP (AP-ROP). Compared with the control group, trainees who completed the ROP tele-education system performed better on the posttest for accurately diagnosing plus disease (67% vs. 48%; P = 0.04) and the presence of ROP (96% vs. 91%; P < 0.01). The specificity for diagnosing AP-ROP (94% vs. 78%; P < 0.01), type 2 ROP or worse (92% vs. 84%; P = 0.04), and ROP requiring treatment (89% vs. 79%; P < 0.01) was better for the trainees completing the tele-education system compared with the control group. Intragrader agreement improved for identification of plus disease, zone, stage, and category of ROP after completion of the educational intervention. CONCLUSIONS A tele-education system for ROP education was effective in improving the diagnostic accuracy of ROP by ophthalmologists-in-training in Mexico. This system has the potential to increase competency in ROP diagnosis and management for ophthalmologists-in-training from middle-income nations.
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Affiliation(s)
- Samir N Patel
- Department of Ophthalmology, Weill Cornell Medical College, New York, New York
| | | | | | - Ryan Swan
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon
| | - Michael C Ryan
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University, Portland, Oregon
| | - Karyn E Jonas
- Department of Ophthalmology, Weill Cornell Medical College, New York, New York; Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, Illinois
| | - Susan Ostmo
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University, Portland, Oregon
| | - J Peter Campbell
- Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University, Portland, Oregon
| | - Michael F Chiang
- Department of Medical Informatics and Clinical Epidemiology, Oregon Health & Science University, Portland, Oregon; Department of Ophthalmology, Casey Eye Institute at Oregon Health & Science University, Portland, Oregon
| | - R V Paul Chan
- Department of Ophthalmology, Weill Cornell Medical College, New York, New York; Department of Ophthalmology and Visual Sciences, Illinois Eye and Ear Infirmary, University of Illinois at Chicago, Chicago, Illinois; Center for Global Health, College of Medicine, University of Illinois at Chicago, Chicago, Illinois.
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Deldar K, Bahaadinbeigy K, Tara SM. Teleconsultation and Clinical Decision Making: a Systematic Review. Acta Inform Med 2016; 24:286-292. [PMID: 27708494 PMCID: PMC5037984 DOI: 10.5455/aim.2016.24.286-292] [Citation(s) in RCA: 75] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 04/15/2016] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND The goal of teleconsultation is to omit geographical and functional distance between two or more geographically separated health care providers. The purpose of present study is to review and analyze physician-physician teleconsultations. METHOD The PubMed electronic database was searched. The primary search was done on January 2015 and was updated on December 2015. A fetch and tag plan was designed by the researchers using an online Zotero library. RESULTS 174 full-text articles of 1702 records met inclusion criteria. Teleconsultation for pediatric patients accounts for 14.36 percent of accepted articles. Surgery and general medicine were the most prevalent medical fields in the adults and pediatrics, respectively. Most teleconsultations were inland experiences (no=135), and the USA, Italy and Australia were the three top countries in this group. Non-specialists health care providers/centers were the dominant group who requested teleconsultation (no=130). Real time, store and forward, and hybrid technologies were used in 50, 31, and 16.7 percent of articles, respectively. The teleconsultation were reported to result in change in treatment plan, referral or evacuation rate, change in diagnosis, educational effects, and rapid decision making. Use of structured or semi-structured template had been noticed only in a very few articles. CONCLUSION The present study focused on the recent ten years of published articles on physician-physician teleconsultations. Our findings showed that although there are positive impacts of teleconsultation as improving patient management, still have gaps that need to be repaired.
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Affiliation(s)
- Kolsoum Deldar
- Student Research Committee, Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, IR Iran
| | - Kambiz Bahaadinbeigy
- Medical Informatics Research Center, Institute of Futures Studies in Health, Kerman University of Medical Sciences, Kerman, IR Iran
| | - Seyed Mahmood Tara
- Department of Medical Informatics, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, IR Iran
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Pathipati AS, Azad TD, Jethwani K. Telemedical Education: Training Digital Natives in Telemedicine. J Med Internet Res 2016; 18:e193. [PMID: 27405323 PMCID: PMC4961876 DOI: 10.2196/jmir.5534] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2016] [Revised: 04/05/2016] [Accepted: 04/24/2016] [Indexed: 12/31/2022] Open
Abstract
Telemedicine plays an important role in the delivery of medical care, and will become increasingly prominent going forward. Current medical students are among the first generation of “digital natives” who are well versed in the incorporation of technology into social interaction. These students are well positioned to apply advances in communications to patient care. Even so, providers require training to effectively leverage these opportunities. Therefore, we recommend introducing telemedicine training into medical school curricula and propose a model for incorporation.
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Teledermatology in paediatrics. Observations in daily clinical practice. ANALES DE PEDIATRÍA (ENGLISH EDITION) 2016. [DOI: 10.1016/j.anpede.2015.07.036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
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Batalla A, Suh-Oh HJ, Abalde T, Salgado-Boquete L, de la Torre C. [Teledermatology in Paediatrics. Observations in daily clinical practice]. An Pediatr (Barc) 2015; 84:324-30. [PMID: 26271410 DOI: 10.1016/j.anpedi.2015.07.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2015] [Revised: 06/08/2015] [Accepted: 07/01/2015] [Indexed: 12/25/2022] Open
Abstract
INTRODUCTION Teledermatology is a technique that is increasingly being developed. There are many studies that assess this discipline in the general population, but few studies analyse the paediatric population exclusively. The aims of this study are to describe the distribution of diseases consulted through teledermatology, the use of this technique to avoid face-to-face consultations, and the agreement between virtual and face-to-face diagnoses, in the paediatric population. MATERIAL AND METHODS The work consisted of an observational and retrospective study of the virtual consultations made between May 2011 and January 2015 through a store-and-forward teledermatology programme, involving patients from 0 to 15 years. We collected demographic data, as well as the diagnoses made by the paediatrician who made the virtual consultation, and by the dermatologists who assessed the virtual and the face-to-face consultations, the indication given by the dermatologist who assessed the virtual consultation (discharge or referral), reason for referral, and diagnostic agreement rate. RESULTS A total of 183 virtual consultations were analysed. The most frequent diagnoses were inflammatory diseases (39%), benign pigmented lesions (23%), and infectious diseases (20%). Almost half of the virtual consultations (48%) were referred for a face-to-face diagnosis. Diagnostic agreement between the dermatologist who evaluated the virtual consultation and the dermatologist who evaluated the face-to-face consultation was 89%, and 66% between the paediatrician who made the virtual consultation and the dermatologist who assessed it. CONCLUSIONS Virtual consultations have a similar disease distribution to conventional (face-to-face) referrals. Approximately half of the virtual consultations do not require a subsequent face-to-face visit. The agreement rate between the diagnoses given by both dermatologists (virtual and face-to-face diagnoses) is high.
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Affiliation(s)
- Ana Batalla
- Servicio de Dermatología, Complejo Hospitalario de Pontevedra, Pontevedra, España.
| | - Hae Jin Suh-Oh
- Servicio de Dermatología, Complejo Hospitalario de Pontevedra, Pontevedra, España
| | - Teresa Abalde
- Servicio de Dermatología, Complejo Hospitalario de Pontevedra, Pontevedra, España
| | | | - Carlos de la Torre
- Servicio de Dermatología, Complejo Hospitalario de Pontevedra, Pontevedra, España
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Prescher H, Grover E, Mosier J, Stolz U, Biffar DE, Hamilton AJ, Sakles JC. Telepresent Intubation Supervision Is as Effective as In-Person Supervision of Procedurally Naive Operators. Telemed J E Health 2015; 21:170-5. [DOI: 10.1089/tmj.2014.0090] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Hannes Prescher
- College of Medicine, University of Arizona, Tucson, Arizona
- Arizona Simulation Technology and Education Center, University of Arizona, Tucson, Arizona
| | - Emily Grover
- Department of Emergency Medicine, University of Arizona, Tucson, Arizona
| | - Jarrod Mosier
- Department of Emergency Medicine, University of Arizona, Tucson, Arizona
- Division of Pulmonary, Critical Care, Allergy and Sleep, Department of Medicine, University of Arizona, Tucson, Arizona
| | - Uwe Stolz
- Department of Emergency Medicine, University of Arizona, Tucson, Arizona
| | - David E. Biffar
- Arizona Simulation Technology and Education Center, University of Arizona, Tucson, Arizona
| | - Allan J. Hamilton
- Arizona Simulation Technology and Education Center, University of Arizona, Tucson, Arizona
- Department of Surgery, University of Arizona, Tucson, Arizona
| | - John C. Sakles
- Department of Emergency Medicine, University of Arizona, Tucson, Arizona
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Boyers LN, Schultz A, Baceviciene R, Blaney S, Marvi N, Dellavalle RP, Dunnick CA. Teledermatology as an educational tool for teaching dermatology to residents and medical students. Telemed J E Health 2015; 21:312-4. [PMID: 25635528 DOI: 10.1089/tmj.2014.0101] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Although teledermatology (TD) is regarded as a tool to improve patient access to specialty healthcare, little has been done to evaluate its role in medical education. We describe the TD program at the Denver (CO) Department of Veterans Affairs Medical Center and evaluate its use as an educational tool for teaching dermatology to dermatology residents and medical students. Dermatology residents manage TD consultations and review all cases with a faculty preceptor; medical students participate as observers when possible. This study assessed dermatology resident (n=14) and medical student (n=16) perceptions of TD and its usefulness in teaching six core clinical competencies. Both residents (79%) and medical students (88%) "strongly agree" or "agree" that TD is an important educational tool. In general, medical students were slightly more satisfied than residents across all of the core competencies assessed except for patient care. Medical students and residents were most satisfied with the competencies of practice-based learning and improvement and medical knowledge, whereas they were least satisfied with those of interpersonal and communication skills and professionalism. Overall, TD is valued as a teaching tool for dermatology in the areas of patient care, medical knowledge, practice-based learning and improvement, and systems-based practice.
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Bramstedt KA, Prang M, Dave S, Shin PNH, Savy A, Fatica RA. Telemedicine as an ethics teaching tool for medical students within the nephrology curriculum. Prog Transplant 2014; 24:294-7. [PMID: 25193732 DOI: 10.7182/pit2014289] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
A novel patient-centered approach was used to deliver ethics curriculum to medical students. Two medical school clinicians designed a telemedicine session linking their facilities (across 2 continents). The session, Exploring the Patient Experience Through Telemedicine: Dialysis and End-Stage Renal Disease, allowed second-year medical students to explore various parameters of quality of life experienced by dialysis patients. A panel of 4 medical students interviewed a dialysis patient via Skype video connection between the medical school and the hospital's dialysis unit. Interview questions were adapted from the Kidney Disease Quality of Life instrument. During the live video-streamed interview, the remaining 23 second-year medical students observed the session. Afterward, the 23 were offered a voluntary anonymous online feedback survey (15 responded). The 4 panelists submitted narrative responses to 2 open-ended questions about their experience. All 15 responding students "Strongly agreed" or "Agreed" that the session was an aid to their professionalism skills and behaviors; 14 of 15 "Strongly agreed" or "Agreed" that telemedicine technology contributed to their understanding of the topic; 12 of 15 "Strongly agreed" that the session improved their understanding of the psychosocial burdens of dialysis, quality of life, and human suffering, and increased their empathy toward patients; and 12 of 15 "Strongly agreed" or "Agreed" that the session encouraged reflective thinking and was an aid to improving their communication skills. Telemedicine can be an effective and feasible method to deliver an ethics curriculum with a patient-centered approach. Additionally, the cross-cultural experience exposes students to additional contextual features of medicine.
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Affiliation(s)
| | - Melissa Prang
- Bond University School of Medicine, Gold Coast, Queensland, Australia
| | - Sameer Dave
- Bond University School of Medicine, Gold Coast, Queensland, Australia
| | - Paul Ng Hung Shin
- Bond University School of Medicine, Gold Coast, Queensland, Australia
| | - Amani Savy
- Bond University School of Medicine, Gold Coast, Queensland, Australia
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Abstracts from The American Telemedicine Association Eighteenth Annual International Meeting and Exposition. Telemed J E Health 2013. [DOI: 10.1089/tmj.2013.9994-a] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Soirefmann M, Comparin C, Boza J, Wen CL, Cestari TF. Impact of acybertutorin dermatological teaching. Int J Dermatol 2013; 52:722-7. [DOI: 10.1111/ijd.12030] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Lasierra N, Alesanco A, Gilaberte Y, Magallón R, García J. Lessons learned after a three-year store and forward teledermatology experience using internet: Strengths and limitations. Int J Med Inform 2012; 81:332-43. [DOI: 10.1016/j.ijmedinf.2012.02.008] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2011] [Revised: 02/16/2012] [Accepted: 02/20/2012] [Indexed: 11/24/2022]
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Abstract
We investigated community pharmacists' management of skin conditions in order to identify a need for further educational support. Twenty community pharmacists in Queensland completed a questionnaire regarding their management of skin conditions and their opinions regarding the usefulness of a potential teledermatology service. The pharmacists' accuracy in managing skin conditions was tested by a dermatologist who reviewed the pharmacists' advice in 33 cases obtained by 14 pharmacists. Overall agreement between the pharmacists and the dermatologist was moderate, with a kappa statistic of 0.58 (P < 0.05) The uptake of a potential teledermatology service was investigated in one pharmacy over one month. Five patients were offered the teledermatology service. Of these, two patients consented and three refused. All pharmacists (n = 20) indicated a desire for further education and supported the idea of a teledermatology service.
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Affiliation(s)
- Melissa N Manahan
- School of Medicine, The University of Queensland, Brisbane, Australia
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Tran K, Ayad M, Weinberg J, Cherng A, Chowdhury M, Monir S, El Hariri M, Kovarik C. Mobile teledermatology in the developing world: implications of a feasibility study on 30 Egyptian patients with common skin diseases. J Am Acad Dermatol 2010; 64:302-9. [PMID: 21094560 DOI: 10.1016/j.jaad.2010.01.010] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2009] [Revised: 01/01/2010] [Accepted: 01/05/2010] [Indexed: 02/07/2023]
Abstract
BACKGROUND The expansion of store-and-forward teledermatology into underserved regions of the world has long been hampered by the requirement for computers with Internet connectivity. To our knowledge, this study is one of the first to demonstrate the feasibility of teledermatology using newer-generation mobile telephones with specialized software and wireless connectivity to overcome this requirement in a developing country. OBJECTIVE We sought to demonstrate that mobile telephones may be used on the African continent to submit both patient history and clinical photographs wirelessly to remote expert dermatologists, and to assess whether these data are diagnostically reliable. METHODS Thirty patients with common skin diseases in Cairo, Egypt, were given a diagnosis by face-to-face consultation. They were then given a diagnosis independently by local senior dermatologists using teleconsultation with a software-enabled mobile telephone containing a 5-megapixel camera. Diagnostic concordance rates between face-to-face and teleconsultation were tabulated. RESULTS Diagnostic agreement between face-to-face consultation and the two local senior dermatologists performing independent evaluation by teleconsultation was achieved in 23 of 30 (77%) and in 22 of 30 (73%) cases, respectively, with a global mean of 75%. LIMITATIONS Limited sample size and interobserver variability are limitations. CONCLUSION Mobile teledermatology is a technically feasible and diagnostically reliable method of amplifying access to dermatologic expertise in poorer regions of the globe where access to computers with Internet connectivity is unreliable or insufficient.
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Affiliation(s)
- Kathleen Tran
- Memorial Sloan-Kettering Cancer Center, New York, NY, USA
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Baumeister T, Weistenhöfer W, Drexler H, Kütting B. Prevention of work-related skin diseases: teledermatology as an alternative approach in occupational screenings. Contact Dermatitis 2009; 61:224-30. [DOI: 10.1111/j.1600-0536.2009.01606.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Kanthraj GR. Classification and design of teledermatology practice: What dermatoses? Which technology to apply? J Eur Acad Dermatol Venereol 2009; 23:865-75. [DOI: 10.1111/j.1468-3083.2009.03136.x] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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