Transfer bi-directional LSTM RNN for named entity recognition in Chinese electronic medical records. - Xishuang Dong; Shanta Chowdhury; Lijun Qian; Yi Guan; Jinfeng Yang; Qiubin Yu (Healthcom, 2017)

Learning and inference in knowledge-based probabilistic model for medical diagnosis. - Jingchi Jiang; Chao Zhao 002; Yi Guan; Qiubin Yu (CoRR, 2017)

Building a comprehensive syntactic and semantic corpus of Chinese clinical texts. - Bin He 005; Bin Dong 003; Yi Guan; Jinfeng Yang; Zhipeng Jiang; Qiubin Yu; Jianyi Cheng; Chunyan Qu (J. Biomed. Informatics, 2017)

Learning and inference in knowledge-based probabilistic model for medical diagnosis. - Jingchi Jiang; Xueli Li; Chao Zhao 002; Yi Guan; Qiubin Yu (Knowl. Based Syst., 2017)

A multitask bi-directional RNN model for named entity recognition on Chinese electronic medical records. - Shanta Chowdhury; Xishuang Dong; Lijun Qian; Xiangfang Li; Yi Guan; Jinfeng Yang; Qiubin Yu (BMC Bioinform., 2018)

Max-margin weight learning for medical knowledge network. - Jingchi Jiang; Jing Xie 012; Chao Zhao 002; Jia Su; Yi Guan; Qiubin Yu (Comput. Methods Programs Biomed., 2018)

Medical knowledge embedding based on recursive neural network for multi-disease diagnosis. - Jingchi Jiang; Huanzheng Wang; Jing Xie 012; Xitong Guo; Yi Guan; Qiubin Yu (Artif. Intell. Medicine, 2020)