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Christensen EW, Rula EY, Newhouse JH. Share of Diagnostic Imaging Interpretation: Radiology and Other Specialties. J Am Coll Radiol 2024; 21:1444-1452. [PMID: 38944790 DOI: 10.1016/j.jacr.2024.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 05/02/2024] [Accepted: 05/15/2024] [Indexed: 07/01/2024]
Abstract
PURPOSE The aim of this study was to examine radiology's and other specialties' market shares for diagnostic imaging interpretation for Medicare fee-for-service claims by modality, body region, and place of service. METHODS In this cross-sectional study of Physician/Supplier Procedure Summary data for 2022, the authors examined the proportion of diagnostic imaging interpretation by specialty. All claims for CT, MR, nuclear medicine (NM), ultrasound, and radiography and fluoroscopy (XR) were included. Claims were aggregated into 52 specialty groups using Medicare specialty codes. The market share for each specialty group was computed by modality, body region, and place of service. RESULTS For Medicare fee-for-service beneficiaries, there were 122,851,716 imaging studies, of which 88,559,272 (72.1%) were interpreted by radiologists. This percentage varied by modality: 97.3% for CT, 91.0% for MR, 76.6% for XR, 50.9% for NM, and 33.9% for ultrasound. Radiologists interpreted a lower percentage of cardiac (67.6% for CT, 42.2% for MR, 11.8% for NM, and 0.4% for ultrasound) than noncardiac studies (97.6% for CT, 91.4% for MR, 95.6% for NM, and 53.0% for ultrasound). Among noncardiac studies, radiologists interpreted nearly all in the outpatient hospital, inpatient, and emergency department (99.5% for CT, 99.4% for MR, 98.9% for NM, 79.3% for ultrasound, and 97.9% for XR) compared with the office setting (84.4% for CT, 78.7% for MR, 85.4% for NM, 29.2% for ultrasound, and 43.1% for XR). CONCLUSIONS Radiologists perform the dominant share of CT and MR interpretation and more so for noncardiac imaging and imaging performed in outpatient hospital, inpatient, and emergency department places of service.
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Affiliation(s)
- Eric W Christensen
- Director, Economic and Health Services Research, Harvey L. Neiman Health Policy Institute, Reston, Virginia; University of Minnesota, St. Paul, Minnesota.
| | - Elizabeth Y Rula
- Executive Director, Harvey L. Neiman Health Policy Institute, Reston, Virginia
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Jacobson JA, Fessell DP, Nazarian LN. Musculoskeletal Ultrasound: Should Radiologists Maintain a Role? Acad Radiol 2022; 29:1720-1722. [PMID: 35246378 DOI: 10.1016/j.acra.2022.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 01/24/2022] [Accepted: 01/24/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Jon A Jacobson
- Department of Radiology, University of Cincinnati, Cincinnati, Ohio.
| | - David P Fessell
- Department of Radiology (retired), University of Michigan, Ann Arbor, Michigan
| | - Levon N Nazarian
- Department of Radiology, Thomas Jefferson University, Philadelphia, Pennsylvania
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Reverse Scan Conversion and Efficient Deep Learning Network Architecture for Ultrasound Imaging on a Mobile Device. SENSORS 2021; 21:s21082629. [PMID: 33918047 PMCID: PMC8070375 DOI: 10.3390/s21082629] [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] [Received: 02/24/2021] [Revised: 04/01/2021] [Accepted: 04/06/2021] [Indexed: 11/20/2022]
Abstract
Point-of-care ultrasound (POCUS), realized by recent developments in portable ultrasound imaging systems for prompt diagnosis and treatment, has become a major tool in accidents or emergencies. Concomitantly, the number of untrained/unskilled staff not familiar with the operation of the ultrasound system for diagnosis is increasing. By providing an imaging guide to assist clinical decisions and support diagnosis, the risk brought by inexperienced users can be managed. Recently, deep learning has been employed to guide users in ultrasound scanning and diagnosis. However, in a cloud-based ultrasonic artificial intelligence system, the use of POCUS is limited due to information security, network integrity, and significant energy consumption. To address this, we propose (1) a structure that simultaneously provides ultrasound imaging and a mobile device-based ultrasound image guide using deep learning, and (2) a reverse scan conversion (RSC) method for building an ultrasound training dataset to increase the accuracy of the deep learning model. Experimental results show that the proposed structure can achieve ultrasound imaging and deep learning simultaneously at a maximum rate of 42.9 frames per second, and that the RSC method improves the image classification accuracy by more than 3%.
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Uy M, Lovatt CA, Hoogenes J, Bernacci C, Matsumoto ED. Point-of-care ultrasound in urology: Design and evaluation of a feasible introductory training program for Canadian residents. Can Urol Assoc J 2021; 15:E210-E214. [PMID: 33007177 PMCID: PMC8021428 DOI: 10.5489/cuaj.6637] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
INTRODUCTION Point-of-care ultrasound (POCUS) is an increasingly used bedside tool. Applications in urology include the assessment of an undifferentiated acute scrotum, renal colic, and the guidance of suprapubic catheter placement. However, the user-dependent nature of this modality necessitates appropriate use and competence. The objective of this study was to develop and evaluate a low-cost, feasible, and guideline-based introductory POCUS program for Canadian urology residents. METHODS Residents from McMaster University's urology program completed a three-hour online course, followed by a three-hour hands-on seminar. Course material was developed by ultrasound educators based on national guidelines. Low-cost testicular phantoms and suprapubic catheter insertion models were constructed. Pre- and post-course surveys focused on participant skill confidence, while multiple-choice questionnaires assessed theoretical knowledge. RESULTS Fourteen residents participated in the course. Theoretical knowledge in POCUS improved significantly (p<0.001, d=2.2) and mean confidence scores improved for all skills, including performing kidney, bladder, and testicular POCUS (all p<0.001; d=3.4, 1.9, 2.9, respectively). Participants indicated that the course increased their confidence and likelihood of using POCUS in clinical practice, and that POCUS training should be integrated into urology training curricula. CONCLUSIONS This novel study included the development of an inexpensive, feasible, guideline-based introductory training program for urological POCUS, developed in collaboration with ultrasound educators. Participants significantly improved in theoretical knowledge and skill confidence. Although this study was limited to one residency program, the basis of this course may serve as a foundation for the development of competency-based training for urological POCUS in Canada.
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Affiliation(s)
- Michael Uy
- Department of Surgery, Division of Urology, McMaster University, Hamilton, ON, Canada
| | - Catherine A. Lovatt
- Department of Surgery, Division of Urology, McMaster University, Hamilton, ON, Canada
| | - Jen Hoogenes
- Department of Surgery, Division of Urology, McMaster University, Hamilton, ON, Canada
- St. Joseph’s Healthcare Hamilton, McMaster Institute of Urology, Hamilton, ON, Canada
| | - Carol Bernacci
- School of Medical Radiation Sciences, Mohawk College & McMaster University, Hamilton, ON, Canada
| | - Edward D. Matsumoto
- Department of Surgery, Division of Urology, McMaster University, Hamilton, ON, Canada
- St. Joseph’s Healthcare Hamilton, McMaster Institute of Urology, Hamilton, ON, Canada
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Lum M, Sheehy L, Lai J, Tillman D, Damewood S, Schmidt J. Integration of Lung Point-of-care Ultrasound into Clinical Decision Making for Medical Students in Simulated Cases. West J Emerg Med 2020; 22:124-129. [PMID: 33439818 PMCID: PMC7806326 DOI: 10.5811/westjem.2020.12.48717] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Accepted: 12/01/2020] [Indexed: 11/15/2022] Open
Abstract
Background Point-of-care ultrasound (POCUS) has an emerging presence in medical student education; however, there is limited evidence that this translates into appropriate clinical care. We aimed to evaluate the ability of medical students to integrate newly obtained POCUS knowledge into simulated clinical cases. Methods We conducted an observational study of medical students participating in a mandatory rotation during their clinical years. Students in small groups underwent formalized lung POCUS lectures and hands-on training. Students participated in simulated “dyspnea” cases focused on either congestive heart failure (CHF) or chronic obstructive pulmonary disease (COPD). They were observed for critical actions including elements related to medical decision-making and ultrasound use and interpretation. Ultrasound-specific written knowledge was gauged with a short assessment after the first lecture and at week 4. Results A total of 62 students participated and were observed during simulations. All groups correctly identified and treated CHF in the simulated case. Most groups (7 out of 9) attempted to use ultrasound in the CHF case; five groups correctly recognized B-lines; and four groups correctly interpreted B-lines as pulmonary edema. No groups used ultrasound in the COPD case. Conclusion Most students attempted to use ultrasound during simulated CHF cases after a brief didactic intervention; however, many students struggled with clinical application. Interestingly, no students recognized the need to apply ultrasound for diagnosis and management of COPD. Future studies are needed to better understand how to optimize teaching for medical students to improve translation into POCUS skills and improved clinical practice.
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Affiliation(s)
- Michelle Lum
- University of Wisconsin, Department of Emergency Medicine, Madison, Wisconsin
| | - Lauren Sheehy
- Tucson Medical Center, Department of Emergency Medicine, Tucson, Arizona
| | - Jason Lai
- University of Wisconsin, Department of Emergency Medicine, Madison, Wisconsin
| | - David Tillman
- University of Wisconsin, Department of Emergency Medicine, Madison, Wisconsin
| | - Sara Damewood
- University of Wisconsin, Department of Emergency Medicine, Madison, Wisconsin
| | - Jessica Schmidt
- University of Wisconsin, Department of Emergency Medicine, Madison, Wisconsin
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Villanueva J, Pifer B, Colaco M, Fox J, Chaudhry R, Schneck F, Cannon G. Point-of-care ultrasound is an accurate, time-saving, and cost-effective modality for post-operative imaging after pyeloplasty. J Pediatr Urol 2020; 16:472.e1-472.e6. [PMID: 32586774 DOI: 10.1016/j.jpurol.2020.05.156] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/24/2020] [Revised: 05/10/2020] [Accepted: 05/17/2020] [Indexed: 12/26/2022]
Abstract
BACKGROUND Dismembered pyeloplasty is considered the gold standard treatment for ureteropelvic junction obstruction (UPJO). Although the frequency and timing of follow up imaging after pyeloplasty is variable, renal ultrasound (RUS) is commonly utilized. With minimal training, point-of-care ultrasound (POCUS) can be easily performed by a urologist during a post-operative visit. OBJECTIVE Our hypothesis is that POCUS is an accurate, time-saving, and cost-effective alternative to a complete retroperitoneal ultrasound (CRUS) performed by the Radiology Department after pyeloplasty. STUDY DESIGN The clinical records of all children who underwent pyeloplasty (by any method) over a 12 month period at our institution were retrospectively reviewed. The exact timing and method (POCUS vs. CRUS) of follow up imaging was surgeon-dependent. Statistical analysis was performed to compare the time and cost of POCUS vs. CRUS. The clinical course of each patient who had each type of imaging was assessed. RESULTS A total 45 patients were included in this analysis. Over a mean follow up period of 29 months, a total of 73 CRUS and 67 POCUS were performed. Each CRUS on average added 2 h to each patient's healthcare encounter. Had the 73 CRUS been performed as POCUS instead, this would have corresponded to $83,751 less charges to payers. There was no difference in the rate of the detection of worsening, stable, or improved hydronephrosis (HN) between either modality (p > 0.05). The recommended follow up time for observed HN was no different between CRUS and POCUS (p > 0.05). Children with worsening HN on POCUS underwent functional studies without confirmatory CRUS. Interestingly, two patients had metachronous, contralateral UPJO discovered during post-operative imaging. These were both discovered by POCUS. Nineteen (42%) patients who had attended at least one post-operative visit were eventually loss to follow-up. This occurred exclusively in those who did not have worsening ultrasound (p < 0.01). There was no difference in the loss to follow-up after POCUS (8) or CRUS (12) (p > 0.05). CONCLUSIONS POCUS performed by a urologist is an accurate assessment of HN after pyeloplasty with time and cost savings to compared to a CRUS performed by a radiologist. POCUS is not associated with any difference in rate of detection of worsening HN or rate of loss to follow up.
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Affiliation(s)
- Jeffrey Villanueva
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224.
| | - Benjamin Pifer
- University of Pittsburgh School of Medicine, Pittsburgh, PA, USA 15213
| | - Marc Colaco
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224
| | - Janelle Fox
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224
| | - Rajeev Chaudhry
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224
| | - Francis Schneck
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224
| | - Glenn Cannon
- Division of Pediatric Urology, UPMC Children's Hospital of Pittsburgh, 4401 Penn Avenue, Pittsburgh, PA, USA 15224
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Amari K, Fukumori N, Anzai K, Yamashita SI. The Diagnostic Process for the Evaluation of Acute Abdominal Pain by Resident Trainees in Japan: A Cross-sectional Study. Intern Med 2020; 59:1257-1265. [PMID: 32418953 PMCID: PMC7303460 DOI: 10.2169/internalmedicine.3526-19] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Objective Acute abdominal pain (AAP) of diverse etiology is a common chief complaint of patients who present to the emergency department (ED). AAP may pose a diagnostic challenge to physicians in training. We aimed to evaluate whether or not resident trainee doctors examine patients presenting with AAP in a Japanese acute-care hospital following Kendall's diagnostic algorithm. Methods We conducted a retrospective medical chart review from January 2015 to December 2016. Patients Patients ≥50 years old who presented to the ED within 7 days of the onset of AAP who were evaluated by residents at the ED of an acute care hospital were enrolled in this study. Patients transported by ambulance and referred from other hospitals and classified as level 1 or 2 according to the Japanese version of the Canadian Triage and Acuity Scale were excluded. Data, including the clinical history, location and character of pain, and age and gender of patients as well as the level of experience of residents, were abstracted from charts. We evaluated the concordance rate between the actual diagnostic process followed by residents and Kendall's diagnostic algorithm for AAP. Results We analyzed 466 patients (mean age 67.6 years) in the study who were evaluated and diagnosed by 123 residents. The concordance rate between the diagnostic procedures performed by residents and those suggested by Kendall's diagnostic algorithm was 61.2%. A low concordance rate was observed among patients with peritoneal signs, shock or toxic appearance (25.0%), suggested acute coronary syndromes (ACS) (55.1%), epigastric or right upper-quadrant pain (52.8%), and left upper-quadrant pain (55.6%). Abdominal ultrasonography is one of the recommended examinations for patients with signs of peritoneal irritation, shock or toxic appearance, right lower-quadrant pain, and left upper- or lower-quadrant pain, but the rates were relatively low at 25.0%, 34.4%, 31.8%, and 26.7%, respectively. Conclusion Abdominal ultrasonography required by Kendall's diagnostic algorithm was not performed appropriately in patients with symptoms and signs of peritonitis, shock or toxic appearance, right lower-quadrant pain, and left upper- or lower-quadrant pain or in female patients by resident trainees. Our findings underscore the importance of providing resident doctors with focused training concerning ultrasonography by attending physicians.
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Affiliation(s)
- Kaori Amari
- Department of Emergency Medicine, Saga-Ken Medical Center Koseikan, Japan
- Department of General Medicine, Saga University Hospital, Japan
| | - Norio Fukumori
- Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, Japan
| | - Keizo Anzai
- Department of Hepatology, Diabetes, and Endocrinology, Faculty of Medicine, Saga University, Japan
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Advanced Imaging Interpretation by Radiologists and Nonradiologist Physicians: A Training Issue. AJR Am J Roentgenol 2019; 214:W55-W61. [PMID: 31691611 DOI: 10.2214/ajr.19.21802] [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: 11/18/2022]
Abstract
OBJECTIVE. The purpose of this study was to examine the degree to which nonradiologist physicians provide formal interpretations for advanced imaging and to consider whether adequate training can be achieved for those physicians. This investigation assumed that hospitals are the only places where formal imaging training occurs. MATERIALS AND METHODS. The CMS Physician/Supplier Procedure Summary Master Files (PSPSMFs) of the Medicare Part B datasets for 2015 were reviewed. We selected the Current Procedural Terminology (CPT) codes for four categories of noninvasive diagnostic imaging: CT, MRI, PET, and general nuclear imaging. Medicare place-of-service codes allowed us to determine the location of each study interpretation. We narrowed our analysis to data from the three major hospital places of service: inpatient facilities, hospital outpatient departments, and emergency departments. Provider specialties were determined using Medicare's 108 specialty codes. Procedure volumes among nonradiologist physicians were compared with those among radiologists. RESULTS. Of the 17,824,297 hospital-based CT examinations performed in the Medicare fee-for-service population, radiologists interpreted 17,698,360 (99.29%) and nonradiologists interpreted 125,937 (0.71%). Of the 4,512,627 MRI examinations performed, radiologists interpreted 4,469,275 (99.04%) and nonradiologist physicians interpreted 43,352 (0.96%). Of 391,688 PET studies performed, radiologists interpreted 368,913 (94.19%) and nonradiologist physicians interpreted 22,775 (5.81%). Of the 2,070,861 general nuclear medicine studies performed, radiologists interpreted 1,307,543 (63.14%) and nonradiologist physicians interpreted 763,318 (36.86%). Cardiologists had the largest involvement of nonradiologist physicians, contributing approximately 3% of all advanced imaging interpretations. All other nonradiologist physicians interpreted a tiny fraction of advanced imaging studies. CONCLUSION. Besides radiologists and cardiologists, no other medical specialty provides sufficient education for their trainees and practitioners in advanced imaging interpretation to justify allowing them to interpret these studies in practice, except under carefully controlled circumstances.
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Leonardi M, Luketic L, Sobel ML, Toor K, D'Souza R, Murji A. Evaluation of Obstetrics & Gynecology Ultrasound Curriculum and Self-Reported Competency of Final-Year Canadian Residents. JOURNAL OF OBSTETRICS AND GYNAECOLOGY CANADA 2018; 40:1580-1585. [DOI: 10.1016/j.jogc.2018.03.012] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Revised: 03/11/2018] [Accepted: 03/13/2018] [Indexed: 11/28/2022]
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Montorfano MA, Montorfano LM, Perez Quirante F, Rodríguez F, Vera L, Neri L. The FAST D protocol: a simple method to rule out traumatic vascular injuries of the lower extremities. Crit Ultrasound J 2017; 9:8. [PMID: 28324353 PMCID: PMC5360748 DOI: 10.1186/s13089-017-0063-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2016] [Accepted: 03/15/2017] [Indexed: 11/10/2022] Open
Abstract
Background The aim of this study is to assess the accuracy of a Fast Doppler protocol for the examination of an injured lower limb, namely 2-Point Fast Doppler (2PFD), in order to rapidly triage arterial lesions after penetrating trauma. Methods The presence of flow and the aspects of the Doppler waveform of the dorsalis pedis artery (DPA) and posterior tibial artery (PTA) of the injured lower limb (2PFD) were evaluated immediately before the execution of a standardized Color Duplex Doppler (SD) evaluation in 149 limbs of 140 patients with gunshot penetrating injuries. We considered 2PFD normal exams as the ones with triphasic patterns in both the DPA and PTA, and 2PFD pathologic exams as the ones with absent, biphasic, or monophasic flow patterns in the DPA and/or PTA. 2PFD data were then analyzed to assess accuracy variables, using SD results as matching test reference. According to the trauma center standard protocols, SD positive cases underwent also angiography and surgical exploration, whose findings were used to further match the 2PFD specificity. Results The 2PFD protocol showed a sensitivity of 100%, and a specificity of 100% compared with the SD, in the diagnostic workup of arterial injuries of the lower limbs after penetrating trauma. Furthermore, all the pathologic cases that resulted in all true positives (TP), compared with SD, were confirmed as TP also when matched with the angiography evaluation results. Conclusions The 2PFD protocol can rapidly identify arterial flow and differentiate between normal and pathologic spectral Doppler analyses in distal arteries. The presence of the normal triphasic flows in DPA and PTA is as sensitive as the standardized Color Doppler Duplex assessment of the entire limb in ruling out arterial lesions in lower-limb penetrating trauma. The absence of flow or the presence of a biphasic or monophasic pathologic flow in DPA and PTA is pathologic and should be always followed by further investigation. 2PFD is faster and easier to perform compared with the SD approach. It could become a new first-line screening technique, both in pre-hospital and hospital critical scenarios, particularly in contexts where advanced diagnostic performance is limited by time concerns or scarce resources.
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Affiliation(s)
- Miguel Angel Montorfano
- Department of Ultrasound, Clemente Álvarez Emergency Hospital, Rosario, Argentina. .,, Av. Pellegrini 3205, 2000, Rosario, Santa Fe, Argentina.
| | | | | | - Federico Rodríguez
- Department of Ultrasound, Clemente Álvarez Emergency Hospital, Rosario, Argentina
| | - Leonardo Vera
- Department of Ultrasound, Clemente Álvarez Emergency Hospital, Rosario, Argentina
| | - Luca Neri
- AREU EMS Public Regional Company, Niguarda Ca' Granda Hospital, Milan, Italy
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Diagnosis of acute rhinosinusitis in primary care: a systematic review of test accuracy. Br J Gen Pract 2016; 66:e612-32. [PMID: 27481857 DOI: 10.3399/bjgp16x686581] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 03/29/2016] [Indexed: 10/31/2022] Open
Abstract
BACKGROUND Acute rhinosinusitis (ARS) is a common primary care infection, but there have been no recent, comprehensive diagnostic meta-analyses. AIM To determine the accuracy of laboratory and imaging studies for the diagnosis of ARS. DESIGN AND SETTING Systematic review of diagnostic tests in outpatient, primary care, and specialty settings. METHOD The authors included studies of patients presenting with or referred for suspected ARS, and used bivariate meta-analysis to calculate summary estimates of test accuracy and the area under the receiver operating characteristic (ROC) curve. The authors also plotted summary ROC curves to explore heterogeneity, cutoffs, and the impact of different reference standards. RESULTS Using antral puncture as the reference standard, A mode ultrasound (positive likelihood ratio [LR+] 1.71, negative likelihood ratio [LR-] 0.41), B mode ultrasound (LR+ 1.64, LR- 0.69), and radiography (LR+ 2.01, LR- 0.28) had only modest accuracy. Accuracy was higher using imaging as the reference standard for both ultrasound (LR+12.4, LR- 0.35) and radiography (LR+ 9.4, LR- 0.27), although this likely overestimates accuracy. C-reactive protein (CRP) and erythrocyte sedimentation rate (ESR) both had clear threshold effects, and modest overall accuracy. The LR+ for ESR >30 and >40 were 4.08 and 7.40, respectively. A dipstick of nasal secretions for leucocyte esterase was highly accurate (LR+ 18.4, LR- 0.17) but has not been validated. CONCLUSION In general, tests were of limited value in the diagnosis of ARS. Normal radiography helps rule out sinusitis when negative, whereas CRP and ESR help rule in sinusitis when positive, although, given their limited accuracy as individual tests, they cannot be routinely recommended. Prospective studies integrating signs and symptoms with point-of-care CRP, dipstick, and/ or handheld B-mode ultrasound are needed.
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Training in Perioperative Echocardiography: Time to Think Outside the Box. J Am Soc Echocardiogr 2016; 29:A28-9. [PMID: 27372957 DOI: 10.1016/j.echo.2016.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Incorporation of Ultrasound Education Into Medical School Curricula: Survey of Directors of Medical Student Education in Radiology. Acad Radiol 2016; 23:830-5. [PMID: 27311803 DOI: 10.1016/j.acra.2016.02.012] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2015] [Revised: 02/10/2016] [Accepted: 02/14/2016] [Indexed: 11/21/2022]
Abstract
RATIONALE AND OBJECTIVES This study aimed to determine the degree of involvement of radiologists in ultrasound education in medical schools in the United States. MATERIALS AND METHODS An online survey was sent to 129 directors of medical student education in radiology, identified by the Alliance of Medical Student Educators in Radiology. Each survey recipient represented a unique medical school. RESULTS There was a 31% survey completion rate. Radiology education was incorporated into the majority of respondents' medical school curricula (95%). Ultrasound images were used in preclinical education in the majority of schools (76%). Students were trained to perform hands-on ultrasound examinations in half of schools (49%), and a minority of schools offered a dedicated point-of-care ultrasound elective (14%). Radiology and emergency medicine were the most involved departments in teaching ultrasound to medical students (88% and 75% of medical schools, respectively). CONCLUSIONS Ultrasound imaging was incorporated into the curricula of most of the responding medical schools, although actual hands-on training was less widespread.
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Mahmood F, Matyal R, Skubas N, Montealegre-Gallegos M, Swaminathan M, Denault A, Sniecinski R, Mitchell JD, Taylor M, Haskins S, Shahul S, Oren-Grinberg A, Wouters P, Shook D, Reeves ST. Perioperative Ultrasound Training in Anesthesiology. Anesth Analg 2016; 122:1794-804. [DOI: 10.1213/ane.0000000000001134] [Citation(s) in RCA: 89] [Impact Index Per Article: 11.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Moreno CC, Hemingway J, Johnson AC, Hughes DR, Mittal PK, Duszak R. Changing Abdominal Imaging Utilization Patterns: Perspectives From Medicare Beneficiaries Over Two Decades. J Am Coll Radiol 2016; 13:894-903. [PMID: 27084072 DOI: 10.1016/j.jacr.2016.02.031] [Citation(s) in RCA: 52] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2016] [Revised: 02/23/2016] [Accepted: 02/24/2016] [Indexed: 12/31/2022]
Abstract
PURPOSE To assess changing utilization patterns of abdominal imaging in the Medicare fee-for-service population over the past two decades. METHODS Medicare Physician Supplier Procedure Summary master files from 1994 through 2012 were used to study changes in the frequency and utilization rates (per 1,000 Medicare beneficiaries per year) of abdominal CT, MRI, ultrasound, and radiography. RESULTS In Medicare beneficiaries, the most frequently performed abdominal imaging modality changed from radiography in 1994 (207.4 per 1,000 beneficiaries) to CT in 2012 (169.0 per 1,000). Utilization rates of abdominal MR (1037.5%), CT (197.0%), and ultrasound (38.0%) all increased from 1994-2012 (but declined briefly from 2007 to 2009). A dramatic 20-year utilization rate decline occurred for gastrointestinal fluoroscopic examinations (-91.9% barium enema, -80.0% upper gastrointestinal series) and urologic radiographic examinations (-95.3%). Radiologists were the dominant providers of all modalities, accounting for >90% of CT and MR studies, and >75% of most ultrasound examination types. CONCLUSIONS Medicare utilization of abdominal imaging has markedly changed over the past two decades, with overall dramatic increases in CT and MRI and dramatic decreases in gastrointestinal fluoroscopic and urologic radiographic imaging. Despite these changes, radiologists remain the dominant providers in all abdominal imaging modalities.
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Affiliation(s)
- Courtney C Moreno
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia.
| | | | - Aileen C Johnson
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Danny R Hughes
- Harvey L. Neiman Health Policy Institute, Reston, Virginia; Department of Health Administration and Policy, George Mason University, Fairfax, Virginia
| | - Pardeep K Mittal
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia
| | - Richard Duszak
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, Georgia; Harvey L. Neiman Health Policy Institute, Reston, Virginia
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Regional variation in Medicare payments for medical imaging: radiologists versus nonradiologists. AJR Am J Roentgenol 2015; 204:1042-8. [PMID: 25905939 DOI: 10.2214/ajr.14.13020] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
OBJECTIVE The purpose of this article was to study regional variation in Medicare Physician Fee Schedule (MPFS) payments for medical imaging to radiologists compared with nonradiologists. MATERIALS AND METHODS Using a 5% random sample of all Medicare enrollees, which covered approximately 2.5 million Part B beneficiaries in 2011, total professional-only, technical-only, and global MPFS spending was calculated on a state-by-state and United States Census Bureau regional basis for all Medicare Berenson-Eggers Type of Service-defined medical imaging services. Payments to radiologists versus nonradiologists were identified and variation was analyzed. RESULTS Nationally, mean MPFS medical imaging spending per Medicare beneficiary was $207.17 ($95.71 [46.2%] to radiologists vs $111.46 [53.8%] to nonradiologists). Of professional-only (typically interpretation) payments, 20.6% went to nonradiologists. Of technical-only (typically owned equipment) payments, 84.9% went to nonradiologists. Of global (both professional and technical) payments, 70.1% went to nonradiologists. The percentage of MPFS medical imaging spending on nonradiologists ranged from 32% (Minnesota) to 69.5% (South Carolina). The percentage of MPFS payments for medical imaging to nonradiologists exceeded those to radiologists in 58.8% of states. The relative percentage of MPFS payments to nonradiologists was highest in the South (58.5%) and lowest in the Northeast (48.0%). CONCLUSION Nationally, 53.8% of MPFS payments for medical imaging services are made to nonradiologists, who claim a majority of MPFS payments in most states dominated by noninterpretive payments. This majority spending on nonradiologists may have implications in bundled and capitated payment models for radiology services. Medical imaging payment policy initiatives must consider the roles of all provider groups and associated regional variation.
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Gulati G, Alweis R, George D. Musculoskeletal ultrasound in internal medicine residency - a feasibility study. J Community Hosp Intern Med Perspect 2015; 5:27481. [PMID: 26091660 PMCID: PMC4475265 DOI: 10.3402/jchimp.v5.27481] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2015] [Revised: 03/27/2015] [Accepted: 04/10/2015] [Indexed: 11/25/2022] Open
Abstract
Introduction Ultrasound has become indispensable in medicine for diagnosis and therapeutics. In Internal Medicine Residency Training Program (IMRTP), there is a deficiency of a structured, competency-based musculoskeletal ultrasound (MSKUS) training despite its growing popularity. Methods We conducted a feasibility study for incorporating MSKUS in IMRTP and competency assessment. We recruited internal medicine residents from all training levels. Rheumatology attending with expertise in MSKUS supervised curriculum-design and patient-based assessment. A structured curriculum was developed for knee MSKUS, including training material and a pre- and post-test. An Observed Structured Clinical Exam (OSCE) was used for competency assessment. Attending evaluations and participant feedbacks were collected. Results Fifteen residents participated and 12 completed the OSCE. The pre–post tests showed a statistically significant increase (p<0.001) for all subcomponents (anatomy, pathology, and biophysics). The residents scored high on the OSCE [8.8±1.1 (range 7–10)]. Attending evaluations for cognitive and technical skills were rated ‘Excellent’ (66%) and ‘Good’ (87%), respectively. The training program was perceived very valuable with regard to time and resources spent by residents and faculty, although some felt a need for more patient assessments. Discussion The competency assessed with our OSCE and highly positive feedback reflects this preliminary study's importance and sets the platform for future studies of formal ultrasound training in internal medicine.
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Affiliation(s)
- Gaurav Gulati
- Division of Immunology, Allergy and Rheumatology, University of Cincinnati College of Medicine, Cincinnati, OH, USA;
| | - Richard Alweis
- Department of Medicine, Reading Health System, West Reading, PA, USA
| | - David George
- Department of Medicine, Reading Health System, West Reading, PA, USA
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Liu L, Kutarnia J, Belady P, Pedersen PC. Obstetric Ultrasound Simulator With Task-Based Training and Assessment. IEEE Trans Biomed Eng 2015; 62:2480-97. [PMID: 25993700 DOI: 10.1109/tbme.2015.2433679] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The increasing use of point-of-care (POC) ultrasound presents a challenge in providing efficient training to POC ultrasound users for whom formal training is not readily available. In response to this need, we developed an affordable compact laptop-based obstetric ultrasound training simulator. It offers a realistic scanning experience, task-based training, and performance assessment. The position and orientation of the sham transducer are tracked with 5 DoF on an abdomen-sized scan surface with the shape of a cylindrical segment. On the simulator, user interface is rendered a virtual torso whose body surface models the abdomen of the pregnant scan subject. A virtual transducer scans the virtual torso by following the sham transducer movements on the scan surface. A given 3-D training image volume is generated by combining several overlapping 3-D ultrasound sweeps acquired from the pregnant scan subject using a Markov random field-based approach. Obstetric ultrasound training is completed through a series of tasks, guided by the simulator and focused on three aspects: basic medical ultrasound, orientation to obstetric space, and fetal biometry. The scanning performance is automatically evaluated by comparing user-identified anatomical landmarks with reference landmarks preinserted by sonographers. The simulator renders 2-D ultrasound images in real time with 30 frames/s or higher with good image quality; the training procedure follows standard obstetric ultrasound protocol. Thus, for learners without access to formal sonography programs, the simulator is intended to provide structured training in basic obstetrics ultrasound.
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Skalski JH, Elrashidi M, Reed DA, McDonald FS, Bhagra A. Using Standardized Patients to Teach Point-of-Care Ultrasound-Guided Physical Examination Skills to Internal Medicine Residents. J Grad Med Educ 2015. [PMID: 26217431 PMCID: PMC4507938 DOI: 10.4300/jgme-d-14-00178.1] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Point-of-care (POC) ultrasound has been shown to improve procedural outcomes and physical examination accuracy in multiple settings. There are limited data regarding the optimal way to train nonradiologists in POC ultrasound. This is a primary barrier to more widespread use of ultrasound in the physical examination. OBJECTIVE We created a workshop to instruct postgraduate year (PGY)-2 and PGY-3 internal medicine residents in POC ultrasound imaging of the abdominal aorta and kidneys. METHODS A half-day simulation center workshop was created to review ultrasound operations and teach residents to independently obtain ultrasound images of the abdominal aorta and kidneys on standardized patients with normal anatomy. The workshop incorporated didactic instruction and hands-on ultrasound practice in small groups. Each resident's ability to independently obtain ultrasound images was assessed using a preworkshop and postworkshop skills examination with a standardized patient. Resident knowledge and attitudes toward POC ultrasound were also assessed using a preworkshop and postworkshop test and survey. RESULTS A total of 58 residents completed the workshop, and 84% were able to independently obtain high-quality images of the abdominal aorta and kidney after workshop completion, compared with 16% on the preworkshop test. Residents demonstrated a statistically significant increase in their self-reported confidence with ultrasound operation and image acquisition. CONCLUSIONS Training using standardized patients can prepare residents to independently obtain POC ultrasound images of the aorta and kidneys. Training resulted in increased resident confidence with POC ultrasound and self-reported likelihood of future use.
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Hsi RS, Dunmire B, Cunitz BW, He X, Sorensen MD, Harper JD, Bailey MR, Lendvay TS. Content and face validation of a curriculum for ultrasonic propulsion of calculi in a human renal model. J Endourol 2014; 28:459-63. [PMID: 24228719 DOI: 10.1089/end.2013.0589] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
PURPOSE Ultrasonic propulsion to reposition urinary tract calculi requires knowledge about ultrasound image capture, device manipulation, and interpretation. The purpose of this study was to validate a cognitive and technical skills curriculum to teach urologists ultrasonic propulsion to reposition kidney stones in tissue phantoms. MATERIALS AND METHODS Ten board-certified urologists recruited from a single institution underwent a didactic session on renal ultrasound imaging. Subjects completed technical skills modules in tissue phantoms, including kidney imaging, pushing a stone through a translucent maze, and repositioning a lower pole calyceal stone. Objective cognitive and technical performance metrics were recorded. Subjects completed a questionnaire to ascertain face and content validity on a five-point Likert scale. RESULTS Eight urologists (80%) had never attended a previous ultrasound course, and nine (90%) performed renal ultrasounds less frequently than every 6 months. Mean cognitive skills scores improved from 55% to 91% (p<0.0001) on pre- and post-didactic tests. In the kidney phantom, 10 subjects (100%) repositioned the lower pole calyceal stone to at least the lower pole infundibulum, while 9 (90%) successfully repositioned the stone to the renal pelvis. A mean±SD (15.7±13.3) pushes were required to complete the task over an average of 4.6±2.2 minutes. Urologists rated the curriculum's effectiveness and realism as a training tool at a mean score of 4.6/5.0 and 4.1/5.0, respectively. CONCLUSIONS The curriculum for ultrasonic propulsion is effective and useful for training urologists with limited ultrasound proficiency in stone repositioning technique. Further studies in animate and human models will be required to assess predictive validity.
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Affiliation(s)
- Ryan S Hsi
- 1 Department of Urology, University of Washington School of Medicine , Seattle, Washington
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