Modified Bidirectional Encoder Representations From Transformers Extractive Summarization Model for Hospital Information Systems Based on Character-Level Tokens (AlphaBERT): Development and Performance Evaluation

Yen-Pin Chen   ^{1, 2, 3} , MD ;   Yi-Ying Chen   ³ , MD ;   Jr-Jiun Lin   ³ , MD ;   Chien-Hua Huang   ^{3, 4} , MD, PhD ;   Feipei Lai   ^{1, 5, 6} , PhD

¹ Graduate Institute of Biomedical Electronics and Bioinformatics, National Taiwan University, Taipei City, Taiwan

² Department of Emergency Medicine, National Taiwan University Hospital Chu-Tung Branch, Hsinchu County, Taiwan

³ Department of Emergency Medicine, National Taiwan University Hospital, Taipei City, Taiwan

⁴ Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan

⁵ Department of Computer Science & Information Engineering, National Taiwan University, Taipei City, Taiwan

⁶ Department of Electrical Engineering, National Taiwan University, Taipei City, Taiwan