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

BackgroundDoctors must care for many patients simultaneously, and it is time-consuming to find and examine all patients’ medical histories. Discharge diagnoses provide hospital staff with sufficient information to enable handling multiple patients; however, the excessive amou...

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Bibliographic Details
Main Authors: Chen, Yen-Pin, Chen, Yi-Ying, Lin, Jr-Jiun, Huang, Chien-Hua, Lai, Feipei
Format: Article
Language:English
Published: JMIR Publications 2020-04-01
Series:JMIR Medical Informatics
Online Access:http://medinform.jmir.org/2020/4/e17787/