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

• Main Authors: Liu, Honglei (Author), Zhang, Zhiqiang (Author), Xu, Yan (Author), Wang, Ni (Author), Huang, Yanqun (Author), Yang, Zhenghan (Author), Jiang, Rui (Author), Chen, Hui (Author)
• Format: Book
• Published: JMIR Publications, 2021-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundLiver 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. ObjectiveThe aim of our study...