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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 (Preprint)

机译：使用BERT（来自变压器的双向编码器表示）基于中国放射学报告中提取证据的深度学习方法：计算机辅助肝癌诊断框架（预印）的发展

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Honglei Liu; Zhiqiang Zhang; Yan Xu; Ni Wang; Yanqun Huang; Zhenghan Yang; Rui Jiang; Hui Chen;
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年度 2020
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1. Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study [J] . Klaus Kades, Jan Sellner, Gregor Koehler, JMIR Medical Informatics . 2021,第2期

机译：使用变压器（BERT）的双向编码器表示来评估临床语义文本相似性：算法开发和验证研究
2. Fine-Tuning Bidirectional Encoder Representations From Transformers (BERT)–Based Models on Large-Scale Electronic Health Record Notes: An Empirical Study [J] . Fei Li, Yonghao Jin, Weisong Liu, JMIR Medical Informatics . 2019,第3期

机译：来自变压器（BERT）的微调双向编码器表示，基于大型电子健康记录的模型：实证研究
3. Automatic detection of actionable radiology reports using bidirectional encoder representations from transformers [J] . Nakamura Yuta, Hanaoka Shouhei, Nomura Yukihiro, BMC Medical Informatics and Decision Making . 2021,第1期

机译：使用来自变压器的双向编码器表示的自动检测可操作放射学报告
4. Sketch-BERT: Learning Sketch Bidirectional Encoder Representation From Transformers by Self-Supervised Learning of Sketch Gestalt [C] . Hangyu Lin, Yanwei Fu, Xiangyang Xue, IEEE/CVF Conference on Computer Vision and Pattern Recognition . 2020

机译：Sketch-BERT：通过草图格式塔的自学学习，从变压器学习草图双向编码器表示
5. Unified Medical Language System resources improve sieve-based generation and Bidirectional Encoder Representations from Transformers (BERT)–based ranking for concept normalization [O] . Dongfang Xu, Manoj Gopale, Jiacheng Zhang, 2020

机译：统一的医疗语言系统资源改善了从变压器（BERT）的基于筛的生成和双向编码器表示为概念标准化排名
6. Adapting Bidirectional Encoder Representations from Transformers (BERT) to Assess Clinical Semantic Textual Similarity: Algorithm Development and Validation Study (Preprint) [O] . Klaus Kades, Jan Sellner, Gregor Koehler, 2020

机译：从变压器（BERT）采用双向编码器表示以评估临床语义文本相似性：算法开发和验证研究（预印）

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 (Preprint)

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