User:Jacqwang
Personal Information: Yaqiang received his PhD degree in 2013 from College of Computer Science, Sichuan University and worked with Zhonghua Yu and Yiguang Liu. His MS and BS degree were obtained from Sichuan University in 2010 and CUIT in 2007, respectively. Now his research focuses on information extraction from informal text, such as medical records, micro-blogs, etc.
Publications: Supervised methods for symptom name recognition in free-text clinical records of traditional Chinese medicine: an empirical study Yaqiang Wang, Zhonghua Yu, Li Chen, Yunhui Chen, Yiguang Liu, Xiaoguang Hu, Yongguang Jiang Journal of Biomedical Informatics 2014; 47:91-104 (SCI Indexed, Impact Factor: 2.447) A preliminary work on symptom name recognition from free-text clinical records of traditional Chinese medicine using conditional random fields and reasonable features Yaqiang Wang, Yiguang Liu, Zhonghua Yu, Li Chen, Yongguang Jiang In Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, pages:223-230 A framework and its empirical study of automatic diagnosis of traditional Chinese medicine utilizing raw free-text clinical records Yaqiang Wang, Zhonghua Yu, Yongguang Jiang, Yongchao Liu, Li Chen, Yiguang Liu Journal of Biomedical Informatics 2012; 45(2):210-223 (SCI Indexed, Impact Factor: 2.447) Automatic symptom name normalization in clinical records of traditional Chinese medicine Yaqiang Wang, Zhonghua Yu, Yongguang Jiang, Kaikuo Xu, Xia Chen BMC Bioinformatics 2010; 11(1):40 (SCI Indexed, Impact Factor: 2.435)
Professional Activities Member of ACL (Association for Computational Linguistics) Member of CCF (China Computer Federation) Reviewer of Journal of Biomedical Informatics (SCI Indexed, IF: 2.447) Reviewer of Journal of Cheminformatics (SCI Indexed, IF: 3.949) Reviewer of BMC Complementary and Alternative Medicine (SCI Indexed, IF: 1.987) Reviewer of Biomedical Engineering and Computational Biology Reviewer of Workshop on Information Technology for Chinese Medicine at BIBM 2012 and 2013
Projects Research on Key Techniques of SOA-based Domain Big Data Analysis Development Platform
Supported by Science and Technology Department of Sichuan Province (2016.04 – 2019.04, PI)
Research on Fine-Grained Medical Entity Recognition from Clinical Records of Traditional Chinese Medicine based on Weakly Supervised Learning
Supported by The Young Scientists Fund of NSFC (2016.01 – 2018.12, PI)
Research on High Fault Tolerance Arrays Error Correction Erasure Code Models
Supported by The Young Scientists Fund of NSFC (2016.01 – 2018.12, Project Member)
Research on Industry-Orieneted Large-Scale Open Chinese Entity Relation Extraction Methods
Supported by The Education Department of Sichuan Province (2015.01 – 2016.12, PI)
Before December, 2013 Research on Information Extraction in Free-Text Clinical Records of Traditional Chinese Medicine and an Implementation of a Prototype System for Automatic Clinical Diagnosis
Supported by Science and Technology Department of Sichuan Province (2012.01 – 2013.12, PI)
Research on Comprehensive Evaluation System of Electronic Health Records based on DeLone & McLean schema
Supported by NSFC (2012.01 – 2015.12, Project Member)
Research on Low-Rank Decomposition of L1 Norm Matrix based on Dynamic System and Its Applications
Supported by NSFC (2012.01 – 2015.12, Project Member)