5 0 0 0 OA 医師国家試験を自動解答するプログラムの構築
- 著者
- 伊藤 詩乃 田中 佑岳 狩野 芳伸 榊原 康文
- 出版者
- 一般社団法人 人工知能学会
- 雑誌
- 人工知能学会論文誌 (ISSN:13460714)
- 巻号頁・発行日
- vol.31, no.6, pp.AI30-G_1-9, 2016-11-01 (Released:2016-11-22)
- 参考文献数
- 22
In recent years, the digitization of medical and health data including clinical data, health diagnostic data, medication log data have been made rapidly. One potential application using electronic medical and health information is to develop a system to make a medical diagnosis according to the contents recorded in the electronic medical data and the appropriate patient information. The task of understanding the condition of the patient and making precisely the diagnosis is hard to be automated and requires the high degree of expertise. Toward a final goal to construct a medical diagnostic support system, as its pilot study, we attempt to build a question-answering program that automatically answers the medical licensing examination. The national medical licensing examination is the form of multiple-choice test and contains a wide variety of problems. There is a type of problems to answer the appropriate disease name among multiple choices given the patient information and test results as a problem statement. We aimed to develop the program to answer this type of questions. By the development of such question-answering program that automatically answers the medical licensing examination, we revealed the fundamental issues and essential difficulties in the information processing of the medical data, and finally constructed the foundation for conducting disease diagnosis support with patient information. In this paper, we developed a question-answering program and actually performed the answering for some problems in 107th and 108th out of national medical licensing examination. We carefully examined and analyzed the results and problems that could be answered correctly and problems that were given incorrect answers, and proposed the improvements to build a more accurate program.
4 0 0 0 OA 医師国家試験を自動解答するプログラムの開発
- 著者
- 榊原 康文 伊藤 詩乃 田中 佑岳 佐藤 健吾 洪 繁 狩野 芳伸 Yasubumi Sakakibara Shino Ito Yugaku Tanaka Kengo Sato Shigeru Ko Yoshinobu Kano
- 雑誌
- SIG-AIMED = SIG-AIMED
- 巻号頁・発行日
- vol.001, 2015-09-29
Toward a final goal to construct a medical diagnostic support system, as its pilot study, we attempt to build a question-answering program that automatically answers the medical licensing examination.
2 0 0 0 OA 訂正記事: 医師国家試験を自動解答するプログラムの構築
- 著者
- 伊藤 詩乃 田中 佑岳 狩野 芳伸 榊原 康文
- 出版者
- 一般社団法人 人工知能学会
- 雑誌
- 人工知能学会論文誌 (ISSN:13460714)
- 巻号頁・発行日
- vol.32, no.2, pp.F-AI30Ge_1-10, 2017-03-01 (Released:2017-03-01)
- 参考文献数
- 22
31 巻6 号AI30-G(2016 年)の論文において、本文引用箇所がすべて[?]として公開されているため、正しい情報を次ページより掲載します.