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Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study.
Chen, Pei-Fu; He, Tai-Liang; Lin, Sheng-Che; Chu, Yuan-Chia; Kuo, Chen-Tsung; Lai, Feipei; Wang, Ssu-Ming; Zhu, Wan-Xuan; Chen, Kuan-Chih; Kuo, Lu-Cheng; Hung, Fang-Ming; Lin, Yu-Cheng; Tsai, I-Chang; Chiu, Chi-Hao; Chang, Shu-Chih; Yang, Chi-Yu.
Affiliation
  • Chen PF; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.
  • He TL; Department of Anesthesiology, Far Eastern Memorial Hospital, New Taipei City, Taiwan.
  • Lin SC; Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan.
  • Chu YC; Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan.
  • Kuo CT; Department of Information Management, Taipei Veterans General Hospital, Taipei City, Taiwan.
  • Lai F; Medical Artificial Intelligence Development Center, Taipei Veterans General Hospital, Taipei City, Taiwan.
  • Wang SM; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan.
  • Zhu WX; Department of Information Management, Taipei Veterans General Hospital, Taipei City, Taiwan.
  • Chen KC; Medical Artificial Intelligence Development Center, Taipei Veterans General Hospital, Taipei City, Taiwan.
  • Kuo LC; Department of Information Management, National Taipei University of Nursing and Health Sciences, Taipei City, Taiwan.
  • Hung FM; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.
  • Lin YC; Department of Computer Science and Information Engineering, National Taiwan University, Taipei, Taiwan.
  • Tsai IC; Department of Electrical Engineering, National Taiwan University, Taipei, Taiwan.
  • Chiu CH; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.
  • Chang SC; Graduate Institute of Networking and Multimedia, National Taiwan University, Taipei, Taiwan.
  • Yang CY; Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei, Taiwan.
JMIR Med Inform ; 10(11): e41342, 2022 Nov 10.
Article in En | MEDLINE | ID: mdl-36355417
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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Clinical_trials / Prognostic_studies Language: En Journal: JMIR Med Inform Year: 2022 Document type: Article Affiliation country: Taiwán Country of publication: Canadá
Fulltext
Add to My VHL
Print
XML
PubMed Links
Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Clinical_trials / Prognostic_studies Language: En Journal: JMIR Med Inform Year: 2022 Document type: Article Affiliation country: Taiwán Country of publication: Canadá