Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study

BACKGROUND: The automatic coding of clinical text documents by using the International Classification of Diseases, 10th Revision (ICD-10) can be performed for statistical analyses and reimbursements. With the development of natural language processing models, new transformer architectures with atten...

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Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2022
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693720/
https://www.ncbi.nlm.nih.gov/pubmed/36355417
http://dx.doi.org/10.2196/41342

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9693720/
https://www.ncbi.nlm.nih.gov/pubmed/36355417
http://dx.doi.org/10.2196/41342

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