Bio

I am a Ph.D. student in computer science at the Harbin Institute of Technology. My research interests include natural language processing and health informatics. My supervisor is Prof. Yi Guan.

Education

Ph.D. candidate, Harbin Institute of Technology Sep. 2013 - PRESENT
  • Major: Computer Application Technology
M.S., Harbin Institute of Technology Aug. 2011 - Jul. 2013
  • Major: Computational Mathematics
B.S., Harbin Institute of Technology Aug. 2007 - Jul. 2011
  • Major: Information and Computing Science

Publications

[Google Scholar]

Bin He, Yi Guan, and Rui Dai. Classifying medical relations in clinical text via convolutional neural networks. Artificial Intelligence in Medicine (2018). (JCR Q1, IF: 2.879, In Press)

Chao Zhao, Jingchi Jiang, Yi Guan, Xitong Guo, and Bin He. EMR-based medical knowledge representation and inference via Markov random fields and distributed representation learning. Artificial Intelligence in Medicine 87 (2018): 49-59. (JCR Q1, IF: 2.879)

Jia Su, Bin He, Yi Guan, Jingchi Jiang, and Jinfeng Yang. Developing a Cardiovascular Disease Risk Factor Annotated Corpus of Chinese Electronic Medical Records. BMC Medical Informatics and Decision Making 17, no. 1 (2017). (JCR Q2, IF: 2.134)

Zhipeng Jiang, Chao Zhao, Bin He, Yi Guan, and Jingchi Jiang. De-Identification of Medical Records Using Conditional Random Fields and Long Short-Term Memory Networks. Journal of Biomedical Informatics 75 (2017): S43–53. (JCR Q2, IF: 2.882)

Bin He, Bin Dong, Yi Guan, Jinfeng Yang, Zhipeng Jiang, Qiubin Yu, Jianyi Cheng, and Chunyan Qu. Building a Comprehensive Syntactic and Semantic Corpus of Chinese Clinical Texts. Journal of Biomedical Informatics 69 (2017): 203–17. (JCR Q2, IF: 2.882)

Runqi Wang, Xueli Li, Yuli Huang, Bin He, and Yi Guan. Research on the Active Learning Method for Named Entity Recognition of Chinese Electronic Medical Records. China Digital Medicine 12 (10) (2017): 51–53. (In Chinese)

Jinfeng Yang, Yi Guan, Bin He, Chunyan Qu, Qiubin Yu, Yaxin Liu, and Yongjie Zhao. Corpus Construction for Named Entities and Entity Relations on Chinese Electronic Medical Records. Journal of Software 27, no. 11 (2016): 2725–46. (In Chinese)

Bin He, Yi Guan, Jianyi Cheng, Keting Cen, and Wenlan Hua. CRFs Based de-Identification of Medical Records. Journal of Biomedical Informatics 58 (2015): S39–46. (JCR Q2, IF: 2.882)

Jinfeng Yang, Yi Guan, Xishuang Dong, and Bin He. Representing Words as Lymphocytes. Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence 4 (2014): 3146–47.


ArXiv e-prints

Bin He, Yi Guan, and Rui Dai. Convolutional Gated Recurrent Units for Medical Relation Classification. eprint arXiv:1807.11082 (2018).

Reviewer

Journal of Biomedical Informatics (JCR Q2, IF: 2.882) (2017, 2018)

Employment

Intern, natural language computing (NLC) group, Microsoft Research Asia Aug. 2014 - Nov. 2014
  • Indentify should-not-be-translated text from Wikipedia

Teaching Experience

TA, Natural language processing Fall 2012, Fall 2013, Fall 2014

Skills

Awards




Last Updated: 2 Aug 2018