This paper is in the following e-collection/theme issue:

New Methods and Approaches in Medical Education (303) Testing and Assessment in Medical Education (69) Graduate and Postgraduate Education for Health Professionals (110) Evaluation of Medical Education (97) Simulation (129)

Published on in Vol 10 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/52068, first published .
Evaluation of a Computer-Based Morphological Analysis Method for Free-Text Responses in the General Medicine In-Training Examination: Algorithm Validation Study

Evaluation of a Computer-Based Morphological Analysis Method for Free-Text Responses in the General Medicine In-Training Examination: Algorithm Validation Study

Evaluation of a Computer-Based Morphological Analysis Method for Free-Text Responses in the General Medicine In-Training Examination: Algorithm Validation Study

Authors of this article:

Daiki Yokokawa1 Author Orcid Image ;   Kiyoshi Shikino1, 2 Author Orcid Image ;   Yuji Nishizaki3 Author Orcid Image ;   Sho Fukui4, 5, 6 Author Orcid Image ;   Yasuharu Tokuda7, 8 Author Orcid Image
Article Authors Cited by Tweetations (3) Metrics
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Daiki Yokokawa @ 家庭医 診断+AI Daiki Yokokawa @ 家庭医 診断+AI @DaikiYokokawa

書かせていただいた お世話になっている先生より、研究の種を頂きまして、無事にアクセプトされました。共著者の先生方に今回も色々と教えていただきました。 医療系試験における自由記載文章をアルゴリズムベースで採点した結果です。https://t.co/RH4GBChNmK

3:55 AM · Dec 16, 2024

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Daiki Yokokawa @ 家庭医 診断+AI Daiki Yokokawa @ 家庭医 診断+AI @DaikiYokokawa

Thank you to my mentor for inspiring this research, which is now published. I am also grateful to my co-authors for their guidance. Our study on algorithm-based scoring of free-text responses in medical exams: https://t.co/RH4GBChNmK

3:55 AM · Dec 16, 2024

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Daiki Yokokawa @ 家庭医 診断+AI Daiki Yokokawa @ 家庭医 診断+AI @DaikiYokokawa

Published a paper! https://t.co/RH4GBChNmK We evaluated machine scoring for free-text responses in GM-ITE. Comparing human and machine scoring, we found minor discrepancies, mostly resolvable with better word lists. Machine scoring shows promise in reducing grading costs.

5:49 AM · Feb 21, 2025

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