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Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning

BACKGROUND: The International Classification of Diseases (ICD) code is widely used as the reference in medical system and billing purposes. However, classifying diseases into ICD codes still mainly relies on humans reading a large amount of written material as the basis for coding. Coding is both la...

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Detalles Bibliográficos
Autores principales: Chen, Pei-Fu, Wang, Ssu-Ming, Liao, Wei-Chih, Kuo, Lu-Cheng, Chen, Kuan-Chih, Lin, Yu-Cheng, Yang, Chi-Yu, Chiu, Chi-Hao, Chang, Shu-Chih, Lai, Feipei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8441604/
https://www.ncbi.nlm.nih.gov/pubmed/34463639
http://dx.doi.org/10.2196/23230