Extraction of BI-RADS findings from breast ultrasound reports in Chinese using deep learning approaches.
International Journal of Medical Informatics(2018)
摘要
•The first study to extract clinical findings aligned with the Breast Imaging Reporting and Data System (BI-RADS) from Chinese breast ultrasound reports.•BI-RADS findings can be reliably extracted by using deep learning-based method.•Promoting international collaborations on breast cancer research.
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关键词
Named entity recognition,Clinical natural language processing,Deep learning
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