An CNN-LSTM Attention Approach to Understanding User Query Intent from Online Health Communities. - Ruichu Cai; Binjun Zhu; Lei Ji; Tianyong Hao; Jun Yan 010; Wenyin Liu (ICDM Workshops, 2017)

Large-scale extraction of drug-disease pairs from the medical literature. - Pengwei Wang 004; Tianyong Hao; Jun Yan 010; Lianwen Jin (J. Assoc. Inf. Sci. Technol., 2017)

A comparative quantitative study of utilizing artificial intelligence on electronic health records in the USA and China during 2008-2017. - Xieling Chen; Ziqing Liu; Li Wei; Jun Yan 010; Tianyong Hao; Ruoyao Ding (BMC Medical Informatics Decis. Mak., 2018)

Chemical-induced disease extraction via recurrent piecewise convolutional neural networks. - Haodi Li; Ming Yang; Qingcai Chen; Buzhou Tang; Xiaolong Wang 001; Jun Yan 010 (BMC Medical Informatics Decis. Mak., 2018)

A bibliometric analysis of text mining in medical research. - Tianyong Hao; Xieling Chen; Guozheng Li 001; Jun Yan 010 (Soft Comput., 2018)

A Mobile-Based Question-Answering and Early Warning System for Assisting Diabetes Management. - Wenxiu Xie; Ruoyao Ding; Jun Yan 010; Yingying Qu (Wirel. Commun. Mob. Comput., 2018)

De-identification of Clinical Text via Bi-LSTM-CRF with Neural Language Models. - Buzhou Tang; Dehuan Jiang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010; Ying Shen 001 (AMIA, 2019)

A Study on Automatic Generation of Chinese Discharge Summary. - Ying Xiong; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010 (BIBM, 2019)

A Deep Learning-Based System for PharmaCoNER. - Ying Xiong; Yedan Shen; Yuanhang Huang; Shuai Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Yi Zhou 005 (BioNLP-OST@EMNLP-IJNCLP, 2019)

Overview of CCKS 2018 Task 1: Named Entity Recognition in Chinese Electronic Medical Records. - Jiangtao Zhang; Juanzi Li; Zengtao Jiao; Jun Yan 010 (CCKS, 2019)

Trends and Features of Human Brain Research Using Artificial Intelligence Techniques: A Bibliometric Approach. - Xieling Chen; Xinxin Zhang; Haoran Xie 001; Fu Lee Wang; Jun Yan 010; Tianyong Hao (HBAI@IJCAI, 2019)

Applying Attention Mechanism and Deep Neural Network for Medical Object Segmentation and Classification in X-Ray Fluoroscopy Images. - Yong Zhang; Jun Yan 010; Haitao Huang; Christopher Yencha (HBAI@IJCAI, 2019)

A Deep Learning-Based System for the MEDDOCAN Task. - Dehuan Jiang; Yedan Shen; Shuai Chen; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Ruifeng Xu 001; Jun Yan 010; Yi Zhou 005 (IberLEF@SEPLN, 2019)

HITSZ-ICRC: A Report for SMM4H Shared Task 2019-Automatic Classification and Extraction of Adverse Effect Mentions in Tweets. - Shuai Chen; Yuanhang Huang; Xiaowei Huang; Haoming Qin; Jun Yan 010; Buzhou Tang (SMM4H@ACL, 2019)

PrTransH: Embedding Probabilistic Medical Knowledge from Real World EMR Data. - Linfeng Li; Peng Wang; Yao Wang 015; Jinpeng Jiang; Buzhou Tang; Jun Yan 010; Shenghui Wang 003; Yuting Liu 002 (CoRR, 2019)

Cohort selection for clinical trials using hierarchical neural network. - Ying Xiong; Xue Shi; Shuai Chen; Dehuan Jiang; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010 (J. Am. Medical Informatics Assoc., 2019)

Discovering thematic change and evolution of utilizing social media for healthcare research. - Xieling Chen; Yonghui Lun; Jun Yan 010; Tianyong Hao; Heng Weng (BMC Medical Informatics Decis. Mak., 2019)

Entity recognition in Chinese clinical text using attention-based CNN-LSTM-CRF. - Buzhou Tang; Xiaolong Wang 001; Jun Yan 010; Qingcai Chen (BMC Medical Informatics Decis. Mak., 2019)

A fine-grained Chinese word segmentation and part-of-speech tagging corpus for clinical text. - Ying Xiong; Zhongmin Wang; Dehuan Jiang; Xiaolong Wang 001; Qingcai Chen; Hua Xu 001; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2019)

Family history information extraction via deep joint learning. - Xue Shi; Dehuan Jiang; Yuanhang Huang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2019)

Cross-Lingual Transfer Learning for Medical Named Entity Recognition. - Pengjie Ding; Lei Wang; Yaobo Liang; Wei Lu; Linfeng Li; Chun Wang; Buzhou Tang; Jun Yan 010 (DASFAA (1), 2020)

Real-world data medical knowledge graph: construction and applications. - Linfeng Li; Peng Wang; Jun Yan 010; Yao Wang 015; Simin Li; Jinpeng Jiang; Zhe Sun; Buzhou Tang; Tsung-Hui Chang; Shenghui Wang 003; Yuting Liu 002 (Artif. Intell. Medicine, 2020)

RAHM: Relation augmented hierarchical multi-task learning framework for reasonable medication stocking. - Yang An; Yakun Mao; Liang Zhang 031; Bo Jin 001; Keli Xiao; Xiaopeng Wei; Jun Yan 010 (J. Biomed. Informatics, 2020)

PASCAL: a pseudo cascade learning framework for breast cancer treatment entity normalization in Chinese clinical text. - Yang An; Jianlin Wang; Liang Zhang 031; Hanyu Zhao; Zhan Gao; Haitao Huang; Zhenguang Du; Zengtao Jiao; Jun Yan 010; Xiaopeng Wei; Bo Jin 001 (BMC Medical Informatics Decis. Mak., 2020)

A hybrid method of recurrent neural network and graph neural network for next-period prescription prediction. - Sicen Liu; Tao Liu 001; Haoyang Ding; Buzhou Tang; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Yi Zhou 005 (Int. J. Mach. Learn. Cybern., 2020)

Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity. - Ying Xiong; Shuai Chen; Haoming Qin; He Cao; Yedan Shen; Xiaolong Wang 001; Qingcai Chen; Jun Yan 010; Buzhou Tang (BMC Medical Informatics Decis. Mak., 2020)

Improving deep learning method for biomedical named entity recognition by using entity definition information. - Ying Xiong; Shuai Chen; Buzhou Tang; Qingcai Chen; Xiaolong Wang 001; Jun Yan 010; Yi Zhou 005 (BMC Bioinform., 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xiang Chen 016; Shumin Deng; Luoqiu Li; Hongbin Ye; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; et al. (CoRR, 2021)

Clinical quantitative information recognition and entity-quantity association from Chinese electronic medical records. - Shanshan Liu; Wenjie Nie; Dongfa Gao; Hao Yang; Jun Yan 010; Tianyong Hao (Int. J. Mach. Learn. Cybern., 2021)

CBLUE: A Chinese Biomedical Language Understanding Evaluation Benchmark. - Ningyu Zhang 001; Mosha Chen; Zhen Bi; Xiaozhuan Liang; Lei Li 040; Xin Shang; Kangping Yin; Chuanqi Tan; Jian Xu; Fei Huang 002; Luo Si; Yuan Ni; et al. (ACL (1), 2022)

An Improved Partition Filter Network for Entity-Relation Joint Extraction. - Zhenjie Huang; Likeng Liang; Xiaozhi Zhu; Heng Weng; Jun Yan 010; Tianyong Hao (NCAA (1), 2022)

Leveraging Multi-source knowledge for Chinese clinical named entity recognition via relational graph convolutional network. - Ying Xiong; Hao Peng; Yang Xiang 003; Ka-Chun Wong; Qingcai Chen; Jun Yan 010; Buzhou Tang (J. Biomed. Informatics, 2022)

Fast medical concept normalization for biomedical literature based on stack and index optimized self-attention. - Likeng Liang; Tianyong Hao; Choujun Zhan; Hong Qiu; Fu Lee Wang; Jun Yan 010; Heng Weng; Yingying Qu (Neural Comput. Appl., 2022)

An Interpretable Data-Driven Medical Knowledge Discovery Pipeline Based on Artificial Intelligence. - Shaobo Wang; Xinhui Du; Guangliang Liu; Hang Xing; Zengtao Jiao; Jun Yan 010; Youjun Liu; Haichen Lv; Yunlong Xia (IEEE J. Biomed. Health Informatics, 2023)