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DOI: 10.1055/a-2183-1888
State of the art: Simulation in der Ultraschallausbildung
State of the art: Simulation in USZusammenfassung
Die Simulation diagnostischer und therapeutischer Prozeduren nimmt in der medizinischen Aus- und Weiterbildung einen wachsenden Stellenwert ein und ist auch für das Erlernen von Ultraschallverfahren zunehmend relevant. In der vorliegenden Übersichtsarbeit werden die verschiedenen Simulationsstufen der Ultraschallmethodik und deren technische Grundlagen beschrieben. Zudem erfolgt eine kritische Literaturanalyse mit daraus abgeleiteten Empfehlungen zur Implementierung von Simulationstechniken in die ärztliche Aus- und Weiterbildung im Bereich der Ultraschalldiagnostik. Eine Gegenüberstellung von Vor- und Nachteilen der praktischen Anwendung belegt den Nutzen von Simulationen in Ausbildungssituationen, insbesondere im Kontext individueller Lernumgebungen und pandemiebedingter Kontaktbeschränkungen. Jedoch können die Komplexität der klinischen Untersuchungssituation und die Interaktion mit realen Patienten nur unvollkommen simuliert werden. Zukünftige Anwendungen sollten daher insbesondere für das Wiederholen und Prüfen bereits erlernter Kompetenzen unter Verwendung standardisierter Feedbackmechanismen eingesetzt werden, um begrenzte Weiterbildungsressourcen effektiver zu nutzen.
Abstract
Technical simulation of diagnostic and therapeutic procedures is of growing relevance for student education and advanced medical training and has already been introduced in the field of ultrasound. This review gives a broad overview on different levels of simulation for ultrasound diagnostics and highlights the technical background of the methodology. A critical review of the literature reveals recommendations for implementing simulation techniques in medical studies and professional ultrasound training. An analysis of strengths and weaknesses shows the advantages of simulation especially in the context of individual learning situations and COVID-19-related restrictions for personal interaction. However, simulation techniques cannot replace the experiences of complex clinical examinations with direct interaction to real patients. Therefore, future applications may focus on repetition and assessment of achieved competencies by using standardized feedback mechanisms in order to preserve the limited resources for practical medical training.
Publication History
Received: 13 January 2023
Accepted after revision: 24 September 2023
Article published online:
28 February 2024
© 2024. Thieme. All rights reserved.
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Literatur
- 1 Wastl D, Lowe A, Dietrich CF. Echoscopy in scanning cardiac diseases in critical care medicine. Med Klin Intensivmed Notfmed 2023; DOI: 10.1007/s00063-022-00935-3.. (PMID: 35691992)
- 2 Wastl D, Lowe A, Dietrich CF. Echoscopy in scanning abdominal diseases in a critical care setting. Med Klin Intensivmed Notfmed 2023; DOI: 10.1007/s00063-022-00926-4.. (PMID: 35652927)
- 3 Frohlich E, Beller K, Muller R. et al. Point of Care Ultrasound in Geriatric Patients: Prospective Evaluation of a Portable Handheld Ultrasound Device. Ultraschall Med 2020; 41: 308-316 DOI: 10.1055/a-0889-8070. (PMID: 31026863)
- 4 Barreiros AP, Dong Y, Ignee A. et al. EchoScopy in scanning abdominal diseases; a prospective single center study. Med Ultrason 2019; 21: 8-15 DOI: 10.11152/mu-1907. (PMID: 30779825)
- 5 Nti B, Pillarisetty LS. Techniques and Strategies in Ultrasound Simulation. In: StatPearls. Treasure Island (FL): StatPearls PublishingCopyright © 2021, StatPearls Publishing LLC; 2021
- 6 Dietrich CF, Bulla P, Dudwiesus H. et al. [Perspectives and Challenges of hand-held Ultrasound]. Z Gastroenterol 2023; DOI: 10.1055/a-1901-9394.. (PMID: 36170860)
- 7 Nayahangan LJ, Dietrich CF, Nielsen MB. Simulation-based training in ultrasound – where are we now?. Ultraschall Med 2021; 42: 240-244 DOI: 10.1055/a-1352-5944. (PMID: 34130348)
- 8 Shah S, Diwan S, Kohan L. et al. The Technological Impact of COVID-19 on the Future of Education and Health Care Delivery. Pain Physician 2020; 23: S367-s380 (PMID: 32942794)
- 9 Blank V, Strobel D, Karlas T. Digital Training Formats in Ultrasound Diagnostics for physicians: What options are available and how can they be successfully integrated into current DEGUM certified course concepts?. Ultraschall Med 2022; 43: 428-434 DOI: 10.1055/a-1900-8166. (PMID: 36198304)
- 10 Dietrich CF, Lucius C, Nielsen MB. et al. The ultrasound use of simulators, current view, and perspectives: Requirements and technical aspects (WFUMB state of the art paper). Endosc Ultrasound 2023; 12: 38-49 DOI: 10.4103/EUS-D-22-00197. (PMID: 36629173)
- 11 Fried GM, Feldman LS, Vassiliou MC. et al. Proving the value of simulation in laparoscopic surgery. Ann Surg 2004; 240: 518-525 DOI: 10.1097/01.sla.0000136941.46529.56. (PMID: 15319723)
- 12 Sachdeva AK, Russell TR. Safe introduction of new procedures and emerging technologies in surgery: education, credentialing, and privileging. Surg Clin North Am 2007; 87: 853-866 DOI: 10.1016/j.soc.2006.10.009. (PMID: 17336239)
- 13 Acharya G, Morgan H, Henson G. Use of ultrasound to improve the safety of postgraduate training in obstetrics and gynaecology. Eur J Ultrasound 2001; 13: 53-59 DOI: 10.1016/s0929-8266(01)00114-8. (PMID: 11251257)
- 14 Bhutani MS, Hoffman BJ, Hawes RH. A swine model for teaching endoscopic ultrasound (EUS) imaging and intervention under EUS guidance. Endoscopy 1998; 30: 605-609 DOI: 10.1055/s-2007-1001364. (PMID: 9826138)
- 15 Hugh TB. New strategies to prevent laparoscopic bile duct injury--surgeons can learn from pilots. Surgery 2002; 132: 826-835 DOI: 10.1067/msy.2002.127681. (PMID: 12464867)
- 16 Peters JH, Fried GM, Swanstrom LL. et al. Development and validation of a comprehensive program of education and assessment of the basic fundamentals of laparoscopic surgery. Surgery 2004; 135: 21-27 DOI: 10.1016/s0039-6060(03)00156-9. (PMID: 14694297)
- 17 Lee SU, Joo YH, Chang I. et al. Novel Simulation Model That Realizes Arterial and Venous Blood Flow for Ultrasound-Guided Central Venous Catheter Insertion in Children. IEEE J Transl Eng Health Med 2021; 9: 1800305
- 18 Day J, Winchester ZB, Cairns CA. et al. The Impact of a Comprehensive Simulation-Based Training and Certification Program on Resident Central Venous Catheter Complication Rates. Simul Healthc 2021; DOI: 10.1097/SIH.0000000000000500.. (PMID: 32910104)
- 19 Tan TX, Wu YY, Riley I. et al. Development of a Three-Dimensionally Printed Ultrasound-Guided Peripheral Intravenous Catheter Phantom. Cureus 2021; 13: e17139 DOI: 10.7759/cureus.17139. (PMID: 34532175)
- 20 Lorentzen T, Nolsøe CP, Ewertsen C. et al. EFSUMB Guidelines on Interventional Ultrasound (INVUS), Part I. General Aspects (long Version). Ultraschall Med 2015; 36: E1-14 DOI: 10.1055/s-0035-1553593. (PMID: 26468774)
- 21 Farjad Sultan S, Shorten G, Iohom G. Simulators for training in ultrasound guided procedures. Med Ultrason 2013; 15: 125-131 DOI: 10.11152/mu.2013.2066.152.sfs1gs2. (PMID: 23702502)
- 22 Blum T, Rieger A, Navab N. et al. A review of computer-based simulators for ultrasound training. Simul Healthc 2013; 8: 98-108 DOI: 10.1097/SIH.0b013e31827ac273. (PMID: 23334364)
- 23 Ripley B, Levin D, Kelil T. et al. 3D printing from MRI Data: Harnessing strengths and minimizing weaknesses. J Magn Reson Imaging 2017; 45: 635-645
- 24 Rousian M, Koster MPH, Mulders A. et al. Virtual reality imaging techniques in the study of embryonic and early placental health. Placenta 2018; 64: S29-s35 DOI: 10.1016/j.placenta.2018.01.001. (PMID: 29409677)
- 25 Chen CM, Lu HH, Lin YC. An early vision-based snake model for ultrasound image segmentation. Ultrasound Med Biol 2000; 26: 273-285 DOI: 10.1016/s0301-5629(99)00140-4. (PMID: 10722917)
- 26 Naur TMH, Nilsson PM, Pietersen PI. et al. Simulation-Based Training in Flexible Bronchoscopy and Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA): A Systematic Review. Respiration 2017; 93: 355-362 DOI: 10.1159/000464331. (PMID: 28343219)
- 27 Mooney JJ, Sarwani N, Coleman ML. et al. Evaluation of Three-Dimensional Printed Materials for Simulation by Computed Tomography and Ultrasound Imaging. Simul Healthc 2017; 12: 182-188 DOI: 10.1097/SIH.0000000000000217. (PMID: 28166189)
- 28 Sun Z. Clinical Applications of Patient-Specific 3D Printed Models in Cardiovascular Disease: Current Status and Future Directions. Biomolecules 2020; 10 (11) 1577 DOI: 10.3390/biom10111577.. (PMID: 33233652)
- 29 Wu J, Kamath MV, Noseworthy MD. et al. Segmentation of images of abdominal organs. Crit Rev Biomed Eng 2008; 36: 305-334 DOI: 10.1615/critrevbiomedeng.v36.i5-6.10. (PMID: 20092428)
- 30 Pham AH, Lundgren B, Stage B. et al. Shadow effects in simulated ultrasound images derived from computed tomography images using a focused beam tracing model. J Acoust Soc Am 2012; 132: 487-497
- 31 Østergaard ML, Konge L, Kahr N. et al. Four Virtual-Reality Simulators for Diagnostic Abdominal Ultrasound Training in Radiology. Diagnostics (Basel) 2019; 9 DOI: 10.3390/diagnostics9020050. (PMID: 31064080)
- 32 Madsen ME, Konge L, Nørgaard LN. et al. Assessment of performance measures and learning curves for use of a virtual-reality ultrasound simulator in transvaginal ultrasound examination. Ultrasound Obstet Gynecol 2014; 44: 693-699 DOI: 10.1002/uog.13400. (PMID: 24789453)
- 33 Meuwly JY, Mandralis K, Tenisch E. et al. Use of an Online Ultrasound Simulator to Teach Basic Psychomotor Skills to Medical Students During the Initial COVID-19 Lockdown: Quality Control Study. JMIR Med Educ 2021; 7: e31132
- 34 Lin CH, Lin HC, Chen CY. et al. Variations in intraocular pressure and visual parameters before and after using mobile virtual reality glasses and their effects on the eyes. Sci Rep 2022; 12: 3176
- 35 Svendsen MBS, Achiam MP. Defining medical simulators for simulation-based education in EUS: Theoretical approach and a narrative review. Endosc Ultrasound 2022; 11: 95-103 DOI: 10.4103/EUS-D-21-00123. (PMID: 35488621)
- 36 Nayahangan LJ, Albrecht-Beste E, Konge L. et al. Consensus on technical procedures in radiology to include in simulation-based training for residents: a European-wide needs assessment. Eur Radiol 2021; 31: 171-180 DOI: 10.1007/s00330-020-07077-0. (PMID: 32725331)
- 37 Ramlogan R, Niazi AU, Jin R. et al. A Virtual Reality Simulation Model of Spinal Ultrasound: Role in Teaching Spinal Sonoanatomy. Reg Anesth Pain Med 2017; 42: 217-222 DOI: 10.1097/AAP.0000000000000537. (PMID: 28045758)
- 38 Jenssen C, Gilja OH, Serra AL. et al. European Federation of Societies for Ultrasound in Medicine and Biology (EFSUMB) Policy Document Development Strategy – Clinical Practice Guidelines, Position Statements and Technological Reviews. Ultrasound Int Open 2019; 5: E2-e10 DOI: 10.1055/a-0770-3965. (PMID: 30599040)
- 39 Dietrich CF, Nolsoe CP, Barr RG. et al. Guidelines and Good Clinical Practice Recommendations for Contrast-Enhanced Ultrasound (CEUS) in the Liver-Update 2020 WFUMB in Cooperation with EFSUMB, AFSUMB, AIUM, and FLAUS. Ultrasound Med Biol 2020; 46: 2579-2604
- 40 Dietrich CF, Nolsoe CP, Barr RG. et al. Guidelines and Good Clinical Practice Recommendations for Contrast Enhanced Ultrasound (CEUS) in the Liver – Update 2020 – WFUMB in Cooperation with EFSUMB, AFSUMB, AIUM, and FLAUS. Ultraschall Med 2020; 41: 562-585
- 41 Tolsgaard MG. Assessment and learning of ultrasound skills in Obstetrics & Gynecology. Dan Med J 2018; 65 (02) B5445 (PMID: 29393042)
- 42 Taksøe-Vester C, Dyre L, Schroll J. et al. Simulation-Based Ultrasound Training in Obstetrics and Gynecology: A Systematic Review and Meta-Analysis. Ultraschall Med 2021; 42: e42-e54 DOI: 10.1055/a-1300-1680. (PMID: 33348415)
- 43 Le Lous M, Klein M, Tesson C. et al. Metrics used to evaluate obstetric ultrasound skills on simulators: A systematic review. Eur J Obstet Gynecol Reprod Biol 2021; 258: 16-22 DOI: 10.1016/j.ejogrb.2020.12.034. (PMID: 33387982)
- 44 Dromey BP, Peebles DM, Stoyanov DV. A Systematic Review and Meta-analysis of the Use of High-Fidelity Simulation in Obstetric Ultrasound. Simul Healthc 2021; 16: 52-59 DOI: 10.1097/SIH.0000000000000485. (PMID: 32675735)
- 45 Tolsgaard MG, Ringsted C, Dreisler E. et al. Sustained effect of simulation-based ultrasound training on clinical performance: a randomized trial. Ultrasound Obstet Gynecol 2015; 46: 312-318 DOI: 10.1002/uog.14780. (PMID: 25580809)
- 46 Mahboobi S, Mahmood F, Bortman J. et al. Simulator-Based Training of Workflow in Echocardiography. J Cardiothorac Vasc Anesth 2019; 33: 1533-1539 DOI: 10.1053/j.jvca.2018.09.020. (PMID: 30340949)
- 47 Sheehan FH, Zierler RE. Simulation for competency assessment in vascular and cardiac ultrasound. Vasc Med 2018; 23: 172-180 DOI: 10.1177/1358863X17751656. (PMID: 29409435)
- 48 Lee HS, Park P, Han S. et al. Effectiveness of Flow Volume Measurement Training Using a Custom-Made Doppler Flow Simulator. Simul Healthc 2021; 16: 73-77 DOI: 10.1097/SIH.0000000000000469. (PMID: 32769682)
- 49 Nti B, Pillarisetty LS. Techniques and Strategies in Ultrasound Simulation. In: StatPearls. Treasure Island (FL): StatPearls PublishingCopyright © 2022, StatPearls Publishing LLC; 2022
- 50 Dinh VA, Fu JY, Lu S. et al. Integration of Ultrasound in Medical Education at United States Medical Schools: A National Survey of Directors' Experiences. J Ultrasound Med 2016; 35: 413-419 DOI: 10.7863/ultra.15.05073. (PMID: 26782166)
- 51 Dinh VA, Giri PC, Rathinavel I. et al. Impact of a 2-Day Critical Care Ultrasound Course during Fellowship Training: A Pilot Study. Crit Care Res Pract 2015; 2015: 675041
- 52 Pietersen PI, Madsen KR, Graumann O. et al. Lung ultrasound training: a systematic review of published literature in clinical lung ultrasound training. Crit Ultrasound J 2018; 10: 23 DOI: 10.1186/s13089-018-0103-6. (PMID: 30175392)
- 53 Fang C, Jaworska J, Buda N. et al. Ultrasound of the chest and mediastinum in children, interventions and artefacts. WFUMB review paper (part 3). Med Ultrason 2022; DOI: 10.11152/mu-3323.. (PMID: 34216456)
- 54 Wolstenhulme S, McLaughlan JR. Lung ultrasound education: simulation and hands-on. Br J Radiol 2021; 94: 20200755 DOI: 10.1259/bjr.20200755. (PMID: 33353379)
- 55 Dayton JD, Groves AM, Glickstein JS. et al. Effectiveness of echocardiography simulation training for paediatric cardiology fellows in CHD. Cardiol Young 2018; 28: 611-615 DOI: 10.1017/S104795111700275X. (PMID: 29306336)
- 56 Groves A. The Future of Cardiac Ultrasound in the Neonatal Intensive Care Unit. Clin Perinatol 2020; 47: 499-513 DOI: 10.1016/j.clp.2020.05.004. (PMID: 32713447)
- 57 Mohammad K, Murthy P, Aguinaga F. et al. Simulation-Based Structured Education Supports Focused Neonatal Cranial Ultrasound Training. J Ultrasound Med 2020; 39: 1195-1201 DOI: 10.1002/jum.15207. (PMID: 31876319)
- 58 Kochan MJ, Kim JS, Hoffman SB. et al. Point-of-Care Ultrasound to Confirm Umbilical Line Placement: Impact of a Simulation Enhanced Curriculum on Neonatal Intensive Care Unit Provider Competency. Simul Healthc 2021; DOI: 10.1097/SIH.0000000000000501.. (PMID: 32910107)
- 59 Østergaard ML, Ewertsen C, Konge L. et al. Simulation-Based Abdominal Ultrasound Training – A Systematic Review. Ultraschall Med 2016; 37: 253-261 DOI: 10.1055/s-0042-100452. (PMID: 26882483)
- 60 Terkamp C, Kirchner G, Wedemeyer J. et al. Simulation of abdomen sonography. Evaluation of a new ultrasound simulator. Ultraschall Med 2003; 24: 239-234 DOI: 10.1055/s-2003-41713. (PMID: 14521149)
- 61 Østergaard ML, Rue Nielsen K, Albrecht-Beste E. et al. Simulator training improves ultrasound scanning performance on patients: a randomized controlled trial. Eur Radiol 2019; 29: 3210-3218
- 62 Frykholm P, Pikwer A, Hammarskjöld F. et al. Clinical guidelines on central venous catheterisation. Swedish Society of Anaesthesiology and Intensive Care Medicine. Acta Anaesthesiol Scand 2014; 58: 508-524 DOI: 10.1111/aas.12295. (PMID: 24593804)
- 63 Day J, Winchester ZB, Cairns CA. et al. The Impact of a Comprehensive Simulation-Based Training and Certification Program on Resident Central Venous Catheter Complication Rates. Simul Healthc 2021; 16: 92-97 DOI: 10.1097/SIH.0000000000000500. (PMID: 32910104)
- 64 Jenssen C, Brkljacic B, Hocke M. et al. EFSUMB Guidelines on Interventional Ultrasound (INVUS), Part VI – Ultrasound-Guided Vascular Interventions. Ultraschall Med 2016; 37: 473-476 DOI: 10.1055/s-0035-1553450. (PMID: 26515965)
- 65 Golden A, Alaska Y, Levinson AT. et al. Simulation-Based Examination of Arterial Line Insertion Method Reveals Interdisciplinary Practice Differences. Simul Healthc 2020; 15: 89-97 DOI: 10.1097/SIH.0000000000000428. (PMID: 32235262)
- 66 Amick AE, Feinsmith SE, Davis EM. et al. Simulation-Based Mastery Learning Improves Ultrasound-Guided Peripheral Intravenous Catheter Insertion Skills of Practicing Nurses. Simul Healthc 2022; DOI: 10.1097/SIH.0000000000000545.. (PMID: 33428356)
- 67 Feinsmith SE, Amick AE, Feinglass JM. et al. Performance of peripheral catheters inserted with ultrasound guidance versus landmark technique after a simulation-based mastery learning intervention. J Vasc Access 2021; DOI: 10.1177/11297298211044363.
- 68 Kim TE, Tsui BCH. Simulation-based ultrasound-guided regional anesthesia curriculum for anesthesiology residents. Korean J Anesthesiol 2019; 72: 13-23 DOI: 10.4097/kja.d.18.00317. (PMID: 30481945)
- 69 Udani AD, Harrison TK, Mariano ER. et al. Comparative-Effectiveness of Simulation-Based Deliberate Practice Versus Self-Guided Practice on Resident Anesthesiologists’ Acquisition of Ultrasound-Guided Regional Anesthesia Skills. Reg Anesth Pain Med 2016; 41: 151-157 DOI: 10.1097/AAP.0000000000000361. (PMID: 26866296)
- 70 Chen XX, Trivedi V, AlSaflan AA. et al. Ultrasound-Guided Regional Anesthesia Simulation Training: A Systematic Review. Reg Anesth Pain Med 2017; 42: 741-750 DOI: 10.1097/AAP.0000000000000639. (PMID: 28759501)
- 71 Keri Z, Sydor D, Ungi T. et al. Computerized training system for ultrasound-guided lumbar puncture on abnormal spine models: a randomized controlled trial. Can J Anaesth 2015; 62: 777-784 DOI: 10.1007/s12630-015-0367-2. (PMID: 25804431)
- 72 Clementsen PF, Bodtger U, Konge L. et al. Diagnosis and staging of lung cancer with the use of one single echoendoscope in both the trachea and the esophagus: A practical guide. Endosc Ultrasound 2021; 10: 325-334
- 73 Sehgal IS, Dhooria S, Aggarwal AN. et al. Training and proficiency in endobronchial ultrasound-guided transbronchial needle aspiration: A systematic review. Respirology 2017; 22: 1547-1557 DOI: 10.1111/resp.13121. (PMID: 28712157)
- 74 Rowley KJ, Liss MA. Systematic Review of Current Ultrasound Use in Education and Simulation in the Field of Urology. Curr Urol Rep 2020; 21: 23 DOI: 10.1007/s11934-020-00976-1. (PMID: 32378073)
- 75 Rowley KJ, Wheeler KM, Pruthi DK. et al. Development and implementation of competency-based assessment for urological ultrasound training using SonoSim: A preliminary evaluation. Indian J Urol 2020; 36: 270-275 DOI: 10.4103/iju.IJU_22_20. (PMID: 33376262)
- 76 Fiard G, Descotes JL, Troccaz J. Simulation-based training in urology: A systematic literature review. Prog Urol 2019; 29: 295-311 DOI: 10.1016/j.purol.2019.03.003. (PMID: 31047788)
- 77 Chen R, Rodrigues Armijo P. et al. A comprehensive review of robotic surgery curriculum and training for residents, fellows, and postgraduate surgical education. Surg Endosc 2020; 34: 361-367
- 78 Lv A, Li Y, Qian HG. et al. Precise Navigation of the Surgical Plane with Intraoperative Real-time Virtual Sonography and 3D Simulation in Liver Resection. J Gastrointest Surg 2018; 22: 1814-1818
- 79 Osterwalder J, Mathis G, Hoffmann B. New Perspectives for Modern Trauma Management – Lessons Learned from 25 Years FAST and 15 Years E-FAST. Ultraschall Med 2019; 40: 560-583 DOI: 10.1055/a-0924-5455. (PMID: 31597173)
- 80 McLean D, Hewitson L, Atkinson P. et al. ULTRASIM: Ultrasound in trauma simulation. Cjem 2019; 21: 125-128 DOI: 10.1017/cem.2018.56. (PMID: 29665867)
- 81 Karlas T. Digitale Vorlesung im Rahmen des „Internistischen Ultraschallkurses“ NETTE SPIELEREI ODER LEHRE DER ZUKUNFT? In. Das Leipziger Universitätsmagazin. 2022 https://magazin.uni-leipzig.de/bloggen/bloggen/artikel/ultraschallausbildung-im-studium-bald-mit-augmented-reality-2022–04–14
- 82 Tolsgaard MG, Todsen T, Sorensen JL. et al. International multispecialty consensus on how to evaluate ultrasound competence: a Delphi consensus survey. PLoS One 2013; 8: e57687 DOI: 10.1371/journal.pone.0057687. (PMID: 23469051)
- 83 Hofer M, Kamper L, Miese F. et al. Quality indicators for the development and didactics of ultrasound courses in continuing medical education. Ultraschall Med 2012; 33: 68-75 DOI: 10.1055/s-0031-1281649. (PMID: 21894600)
- 84 Bradley K, Quinton A, Aziz A. Determining if simulation is effective for training in ultrasound: A narrative review. Sonography 2020; 7: 22-32
- 85 Cowan B, Brackney A, Barremkala M. Ultrasound in Medical Education: Can Students Teach Themselves?. Med Sci Educ 2021; 31: 1663-1668 DOI: 10.1007/s40670-021-01357-0. (PMID: 34603838)
- 86 Frère A, Samba E, Lejus-Bourdeau C. SonoSim ultrasound simulator training for novice residents: A randomised study. Eur J Anaesthesiol 2021; 38: 791-792 DOI: 10.1097/EJA.0000000000001481. (PMID: 34101644)
- 87 Grandjean GA, Bertholdt C, Zuily S. et al. Fetal biometry in ultrasound: A new approach to assess the long-term impact of simulation on learning patterns. J Gynecol Obstet Hum Reprod 2021; 50: 102135 DOI: 10.1016/j.jogoh.2021.102135. (PMID: 33798748)
- 88 Fatima H, Mahmood F, Mufarrih SH. et al. Preclinical Proficiency-Based Model of Ultrasound Training. Anesth Analg 2022; 134: 178-187 DOI: 10.1213/ANE.0000000000005510. (PMID: 33844654)
- 89 Boulet N, Bobbia X, Gavoille A. et al. Axillary vein catheterization using ultrasound guidance: A prospective randomized cross-over controlled simulation comparing standard ultrasound and new needle-pilot device. J Vasc Access 2021; DOI: 10.1177/11297298211063705.
- 90 Kim YH. Ultrasound Phantoms to Protect Patients from Novices. Korean J Pain 2016; 29: 73-77 DOI: 10.3344/kjp.2016.29.2.73. (PMID: 27103961)
- 91 Ultrasound Guidelines: Emergency, Point-of-Care and Clinical Ultrasound Guidelines in Medicine. Ann Emerg Med 2017; 69: e27-e54
- 92 Minimum training recommendations for the practice of medical ultrasound. Ultraschall Med 2006; 27: 79-105 DOI: 10.1055/s-2006-933605. (PMID: 16508866)
- 93 Østergaard ML, Nielsen KR, Albrecht-Beste E. et al. Development of a reliable simulation-based test for diagnostic abdominal ultrasound with a pass/fail standard usable for mastery learning. Eur Radiol 2018; 28: 51-57
- 94 Hofer M, Mey N, Metten J. et al. Quality control of sonography courses in advanced training of physicians: analysis of present status and potential for improvement. Ultraschall Med 2002; 23: 189-197 DOI: 10.1055/s-2002-33151. (PMID: 12168143)
- 95 Ramsingh D, Alexander B, Le K. et al. Comparison of the didactic lecture with the simulation/model approach for the teaching of a novel perioperative ultrasound curriculum to anesthesiology residents. J Clin Anesth 2014; 26: 443-454
- 96 Abuhamad A, Minton KK, Benson CB. et al. Obstetric and Gynecologic Ultrasound Curriculum and Competency Assessment in Residency Training Programs: Consensus Report. J Ultrasound Med 2018; 37: 19-50 DOI: 10.1016/j.ajog.2017.10.016. (PMID: 29306447)
- 97 Marlier M, Chevreau J, Gagneur O. et al. Practice and expectations regarding simulation for residents in obstetrics and gynecology. J Gynecol Obstet Hum Reprod 2022; 51: 102306
- 98 Vionnet JL, Marti C, Breuss E. et al. POCUS (Point-of-Care Ultrasonography) in internal general medicine: applications scope and training. Rev Med Suisse 2021; 17: 1814-1818 (PMID: 34704676)
- 99 Akhtar S, Theodoro D, Gaspari R. et al. Resident training in emergency ultrasound: consensus recommendations from the 2008 Council of Emergency Medicine Residency Directors Conference. Acad Emerg Med 2009; 16: S32-36
- 100 McCallum J, Vu E, Sweet D. et al. Assessment of Paramedic Ultrasound Curricula: A Systematic Review. Air Med J 2015; 34: 360-368 DOI: 10.1016/j.amj.2015.07.002. (PMID: 26611224)
- 101 Singh J, Matern LH, Bittner EA. et al. Characteristics of Simulation-Based Point-of-Care Ultrasound Education: A Systematic Review of MedEdPORTAL Curricula. Cureus 2022; 14: e22249 DOI: 10.7759/cureus.22249. (PMID: 35186609)
- 102 Kuok CI, Leung ASH, Lee JCY. et al. Evaluation of simulation-based ultrasound course for pediatricians: a starting point for future training curriculum. Clin Exp Pediatr 2022; 65: 53-55 DOI: 10.3345/cep.2021.00808. (PMID: 34325498)
- 103 Nayahangan LJ, Nielsen KR, Albrecht-Beste E. et al. Determining procedures for simulation-based training in radiology: a nationwide needs assessment. Eur Radiol 2018; 28: 2319-2327 DOI: 10.1007/s00330-017-5244-7. (PMID: 29318426)
- 104 Iseli MR, Lee J, Schenke K. Simulation-Based Assessment of Ultrasound Proficiency (Final deliverable, CRESST Pélagique project report: SBIR Phase III). Los Angeles: University of California, Los Angeles, National Center for Research on Evaluation, Standards, and Student Testing (CRESST); 2019
- 105 Harden RM, Stevenson M, Downie WW. et al. Assessment of clinical competence using objective structured examination. Br Med J 1975; 1: 447-451 DOI: 10.1136/bmj.1.5955.447. (PMID: 1115966)
- 106 Sisley AC, Johnson SB, Erickson W. et al. Use of an Objective Structured Clinical Examination (OSCE) for the assessment of physician performance in the ultrasound evaluation of trauma. J Trauma 1999; 47: 627-631 DOI: 10.1097/00005373-199910000-00004. (PMID: 10528594)
- 107 Mitchell JD, Amir R, Montealegre-Gallegos M. et al. Summative Objective Structured Clinical Examination Assessment at the End of Anesthesia Residency for Perioperative Ultrasound. Anesth Analg 2018; 126: 2065-2068 DOI: 10.1213/ANE.0000000000002826. (PMID: 29381519)
- 108 Hofer M, Kamper L, Sadlo M. et al. Evaluation of an OSCE assessment tool for abdominal ultrasound courses. Ultraschall Med 2011; 32: 184-190 DOI: 10.1055/s-0029-1246049. (PMID: 21321843)
- 109 Bell C, Wagner N, Hall A. et al. The ultrasound competency assessment tool for four-view cardiac POCUS. Ultrasound J 2021; 13: 42 DOI: 10.1186/s13089-021-00237-3. (PMID: 34570287)
- 110 Holden MS, Portillo A, Salame G. Skills Classification in Cardiac Ultrasound with Temporal Convolution and Domain Knowledge Using a Low-Cost Probe Tracker. Ultrasound Med Biol 2021; 47: 3002-3013 DOI: 10.1016/j.ultrasmedbio.2021.06.011. (PMID: 34344562)
- 111 Hofer M, Kamper L, Heussen N. et al. Influence of Clinical Expertise Between Clinician-Instructors Versus Student-Instructors on the Effectiveness of Ultrasound Courses. Ultraschall Med 2022; 43: 58-63
- 112 Thomas SM, Burch W, Kuehnle SE. et al. Simulation training for pediatric residents on central venous catheter placement: a pilot study. Pediatr Crit Care Med 2013; 14: e416-423 DOI: 10.1097/PCC.0b013e31829f5eda. (PMID: 24226566)
- 113 Laack TA, Dong Y, Goyal DG. et al. Short-term and long-term impact of the central line workshop on resident clinical performance during simulated central line placement. Simul Healthc 2014; 9: 228-233
- 114 Iseli MR, Cai L. Creation of a knowledge and skills ontology for fundamentals of ultrasonography (Final deliverable, CRESST Pélagique project report: SBIR Phase II). Los Angeles: University of California, Los Angeles, National Center for Research on Evaluation, Standards, and Student Testing (CRESST); 2016
- 115 Kule A, Richards RA, Vazquez HM. et al. Medical Student Ultrasound-Guided Intravenous Catheter Education: A Randomized Controlled Trial of Overtraining in a Simulation-Based Mastery Learning Setting. Simul Healthc 2022; 17: 15-21 DOI: 10.1097/SIH.0000000000000554. (PMID: 33534403)
- 116 Tolsgaard MG, Madsen ME, Ringsted C. et al. The effect of dyad versus individual simulation-based ultrasound training on skills transfer. Med Educ 2015; 49: 286-295 DOI: 10.1111/medu.12624. (PMID: 25693988)
- 117 Windrim C, Higgins MF. Trans-vaginal ultrasound simulation: An exploratory qualitative research study focused on the end-users perception of learning. Eur J Obstet Gynecol Reprod Biol 2022; 270: 201-205 DOI: 10.1016/j.ejogrb.2022.01.015. (PMID: 35093828)
- 118 Noerholk LM, Morcke AM, Kulasegaram K. et al. Does group size matter during collaborative skills learning? A randomised study. Med Educ 2022; 56: 680-689
- 119 Gonzalez-Vargas JM, Tzamaras HM, Martinez J. et al. Going the (social) distance: Comparing the effectiveness of online versus in-person Internal Jugular Central Venous Catheterization procedural training. Am J Surg 2022; DOI: 10.1016/j.amjsurg.2021.12.006.. (PMID: 34930583)
- 120 Mackay FD, Zhou F, Lewis D. et al. Can You Teach Yourself Point-of-care Ultrasound to a Level of Clinical Competency? Evaluation of a Self-directed Simulation-based Training Program. Cureus 2018; 10: e3320 DOI: 10.7759/cureus.3320. (PMID: 30473953)
- 121 Halpern SA, Brace EJ, Hall AJ. et al. 3-D modeling applications in ultrasound education: a systematic review. Ultrasound Med Biol 2022; 48: 188-197 DOI: 10.1016/j.ultrasmedbio.2021.09.018. (PMID: 34711434)
- 122 Ali MF, Nadeem N, Khalid F. et al. SonoGames: sounds of the right kind introducing gamification into radiology training. BMC Res Notes 2021; 14: 341
- 123 Smith S, Lobo V, Anderson KL. et al. A randomized controlled trial of simulation-based mastery learning to teach the extended focused assessment with sonography in trauma. AEM Educ Train 2021; 5: e10606
- 124 Rider AC, Miller DT, Ashenburg N. et al. Using a Simulated Model and Mastery Learning Approach to Teach the Ultrasound-guided Serratus Anterior Plane Block to Emergency Medicine Residents: A Pilot Study. AEM Educ Train 2021; 5: e10525 DOI: 10.1002/aet2.10525. (PMID: 34041432)
- 125 Kahr Rasmussen N, Andersen TT, Carlsen J. et al. Simulation-Based Training of Ultrasound-Guided Procedures in Radiology – A Systematic Review. Ultraschall Med 2019; 40: 584-602