https://scholars.lib.ntu.edu.tw/handle/123456789/629166
標題: | Augmenting DSM-5 diagnostic criteria with self-attention-based BiLSTM models for psychiatric diagnosis | 作者: | Wu, Chi-Shin Chen, Chien-Hung Su, Chu-Hsien Chien, Yi-Ling Dai, Hong-Jie HSIN-HSI CHEN |
關鍵字: | Electronic health records; Knowledge-augmented deep neural network; Psychiatric diagnosis | 公開日期: | 二月-2023 | 卷: | 136 | 來源出版物: | Artificial intelligence in medicine | 摘要: | Most previous studies make psychiatric diagnoses based on diagnostic terms. In this study we sought to augment Diagnostic and Statistical Manual of Mental Disorders, 5th Edition (DSM-5) diagnostic criteria with deep neural network models to make psychiatric diagnoses based on psychiatric notes. |
URI: | https://scholars.lib.ntu.edu.tw/handle/123456789/629166 | ISSN: | 09333657 | DOI: | 10.1016/j.artmed.2023.102488 |
顯示於: | 資訊工程學系 |
在 IR 系統中的文件,除了特別指名其著作權條款之外,均受到著作權保護,並且保留所有的權利。