Cargando…
Automatic International Classification of Diseases Coding System: Deep Contextualized Language Model With Rule-Based Approaches
BACKGROUND: The tenth revision of the International Classification of Diseases (ICD-10) is widely used for epidemiological research and health management. The clinical modification (CM) and procedure coding system (PCS) of ICD-10 were developed to describe more clinical details with increasing diagn...
Autores principales: | Chen, Pei-Fu, Chen, Kuan-Chih, Liao, Wei-Chih, Lai, Feipei, He, Tai-Liang, Lin, Sheng-Che, Chen, Wei-Jen, Yang, Chi-Yu, Lin, Yu-Cheng, Tsai, I-Chang, Chiu, Chi-Hao, Chang, Shu-Chih, Hung, Fang-Ming |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9282222/ https://www.ncbi.nlm.nih.gov/pubmed/35767353 http://dx.doi.org/10.2196/37557 |
Ejemplares similares
-
Training a Deep Contextualized Language Model for International Classification of Diseases, 10th Revision Classification via Federated Learning: Model Development and Validation Study
por: Chen, Pei-Fu, et al.
Publicado: (2022) -
Automatic ICD-10 Coding and Training System: Deep Neural Network Based on Supervised Learning
por: Chen, Pei-Fu, et al.
Publicado: (2021) -
Predicting Postoperative Mortality With Deep Neural Networks and Natural Language Processing: Model Development and Validation
por: Chen, Pei-Fu, et al.
Publicado: (2022) -
Automatic segmentation and measurement of pressure injuries using deep learning models and a LiDAR camera
por: Liu, Tom J., et al.
Publicado: (2023) -
A Telesurveillance System With Automatic Electrocardiogram Interpretation Based on Support Vector Machine and Rule-Based Processing
por: Ho, Te-Wei, et al.
Publicado: (2015)