Use of BERT (Bidirectional Encoder Representations from Transformers)-Based Deep Learning Method for Extracting Evidences in Chinese Radiology Reports: Development of a Computer-Aided Liver Cancer Diagnosis Framework

BACKGROUND: Liver cancer is a substantial disease burden in China. As one of the primary diagnostic tools for detecting liver cancer, dynamic contrast-enhanced computed tomography provides detailed evidences for diagnosis that are recorded in free-text radiology reports. OBJECTIVE: The aim of our st...

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Detalles Bibliográficos
Autores principales: Liu, Honglei, Zhang, Zhiqiang, Xu, Yan, Wang, Ni, Huang, Yanqun, Yang, Zhenghan, Jiang, Rui, Chen, Hui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: JMIR Publications 2021
Materias:
Original Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837998/
https://www.ncbi.nlm.nih.gov/pubmed/33433395
http://dx.doi.org/10.2196/19689

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7837998/
https://www.ncbi.nlm.nih.gov/pubmed/33433395
http://dx.doi.org/10.2196/19689

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