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

BACKGROUND: Doctors 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 amount of words in the dia...

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Detalles Bibliográficos
Autores principales: Chen, Yen-Pin, Chen, Yi-Ying, Lin, Jr-Jiun, Huang, Chien-Hua, Lai, Feipei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7221648/
https://www.ncbi.nlm.nih.gov/pubmed/32347806
http://dx.doi.org/10.2196/17787