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Proportionate translation of study materials and measures in a multinational global health trial: methodology development and implementation ...
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Currencies of recognition: What rewards and recognition do Canadian distributed medical education preceptors value? ...
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Evaluating the Efficacy of Thiel Cadavers Versus Low Fidelity Simulation Plastic Mannequins for Teaching Intubation Skills in Medical Education
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In: Appalachian Student Research Forum & Jay S. Boland Undergraduate Research Symposium (2022)
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ФІЛОСОФСЬКІ ЗАСАДИ НАВЧАННЯ УКРАЇНСЬКОЇ МОВИ ІНОЗЕМНИХ СТУДЕНТІВ МЕДИЧНИХ ЗВО ... : PHILOSOPHICAL FUNDAMENTALS OF FOREIGN LANGUAGE TEACHING OF FOREIGN MEDICAL STUDENTS ...
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Differences between high- and low-achieving pre-clinical medical students: a qualitative instrumental case study from a theory of action perspective
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In: Ann Med (2022)
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Medical Students’ Confidence in Their Abilities and Barriers to Conducting Research: A Mixed-Methods Study
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In: Cureus (2022)
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Feasibility of an automated interview grounded in multiple mini interview (MMI) methodology for selection into the health professions: an international multimethod evaluation
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In: BMJ Open (2022)
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Perception of medical education by learners and teachers during the COVID-19 pandemic: a cross-sectional survey of online teaching
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In: ISSN: 1087-2981 ; Medical Education Online ; https://hal.inrae.fr/hal-03329784 ; Medical Education Online, Co-Action Publishing, 2021, 26 (1), pp.1919042. ⟨10.1080/10872981.2021.1919042⟩ (2021)
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Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
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In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), ⟨10.1007/s10916-021-01737-4⟩ (2021)
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Abstract:
International audience ; Simulated consultations through virtual patients allow medical students to practice history-taking skills. Ideally, applications should provide interactions in natural language and be multi-case, multi-specialty. Nevertheless, few systems handle or are tested on a large variety of cases. We present a virtual patient dialogue system in which a medical trainer types new cases and these are processed without human intervention. To develop it, we designed a patient record model, a knowledge model for the history-taking task, and a termino-ontological model for term variation and out-of-vocabulary words. We evaluated whether this system provided quality dialogue across medical specialities (n = 18), and with unseen cases (n = 29) compared to the cases used for development (n = 6). Medical evaluators (students, residents, practitioners, and researchers) conducted simulated history-taking with the system and assessed its performance through Likert-scale questionnaires. We analysed interaction logs and evaluated system correctness. The mean user evaluation score for the 29 unseen cases was 4.06 out of 5 (very good). The evaluation of correctness determined that, on average, 74.3% (sd = 9.5) of replies were correct, 14.9% (sd = 6.3) incorrect, and in 10.7% the system behaved cautiously by deferring a reply. In the user evaluation, all aspects scored higher in the 29 unseen cases than in the 6 seen cases. Although such a multi-case system has its limits, the evaluation showed that creating it is feasible; that it performs adequately; and that it is judged usable. We discuss some lessons learned and pivotal design choices affecting its performance and the end-users, who are primarily medical students.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Artificial intelligence; Education; Medical; Medical history taking; Natural language processing; Virtual patient
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URL: https://hal.archives-ouvertes.fr/hal-03452553
https://hal.archives-ouvertes.fr/hal-03452553/file/Lessons-Learned-from-the-Usability-Evaluation-of-a-Simulated-Patient-Dialogue-System.pdf
https://hal.archives-ouvertes.fr/hal-03452553/document
https://doi.org/10.1007/s10916-021-01737-4
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Medical students attitudes toward and intention to work with the underserved: a systematic review and meta-analysis
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In: ISSN: 1472-6920 ; BMC Medical Education ; https://www.hal.inserm.fr/inserm-03313263 ; BMC Medical Education, BioMed Central, 2021, 21 (1), pp.129. ⟨10.1186/s12909-021-02517-x⟩ (2021)
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Evaluation of the Asian Smokers' Quitline: A Centralized Service for a Dispersed Population.
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In: American journal of preventive medicine, vol 60, iss 3 Suppl 2 (2021)
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Practice Gives Skill: Preparing Students to Present Evidence in Clerkships
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