TY - GEN
T1 - Construction of Automatic Scoring System to Support Objective Evaluation of Clinical Skills in Medical Education
AU - Sugamiya, Yurina
AU - Otani, Takuya
AU - Nakadate, Ryu
AU - Takanishi, Atsuo
N1 - Publisher Copyright:
© 2019 IEEE.
PY - 2019/7
Y1 - 2019/7
N2 - In this study, we focused on the automatic scoring of medical clinical abilities. The objective clinical ability tests that all undergraduate students take before starting clinical practice were considered. As these tests evaluate practical skills, there is a problem that the learning method is poor compared to the examination of other lectures. Therefore, in this study, we recorded the voice of a student examining a simulated patient using a microphone. We constructed a system comprising a speech recognition module and a scoring system that performed automatic scoring by checking against a prepared example answer. This system was evaluated by medical doctors.
AB - In this study, we focused on the automatic scoring of medical clinical abilities. The objective clinical ability tests that all undergraduate students take before starting clinical practice were considered. As these tests evaluate practical skills, there is a problem that the learning method is poor compared to the examination of other lectures. Therefore, in this study, we recorded the voice of a student examining a simulated patient using a microphone. We constructed a system comprising a speech recognition module and a scoring system that performed automatic scoring by checking against a prepared example answer. This system was evaluated by medical doctors.
UR - http://www.scopus.com/inward/record.url?scp=85077841999&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85077841999&partnerID=8YFLogxK
U2 - 10.1109/EMBC.2019.8856335
DO - 10.1109/EMBC.2019.8856335
M3 - Conference contribution
C2 - 31946790
AN - SCOPUS:85077841999
T3 - Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS
SP - 4177
EP - 4181
BT - 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2019
Y2 - 23 July 2019 through 27 July 2019
ER -