Spatial Distribution Pattern and Influencing Factors of Sports Tourism Resources in China - Yifan Zuo; Huan Chen; Jincheng Pan; Yuqi Si; Rob Law; Mu Zhang (ISPRS Int. J. Geo Inf., 2021)

Extracting postmarketing adverse events from safety reports in the vaccine adverse event reporting system (VAERS) using deep learning - Jingcheng Du; Yang Xiang; Madhuri Sankaranarayanapillai; Meng Zhang; Jingqi Wang; Yuqi Si; Huy Anh Pham; Hua Xu; Yong Chen; Cui Tao (J. Am. Medical Informatics Assoc., 2021)

Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review - Yuqi Si; Jingcheng Du; Zhao Li; Xiaoqian Jiang; Timothy Miller; Fei Wang; W. Jim Zheng; Kirk Roberts (J. Biomed. Informatics, 2021)

Generalized and transferable patient language representation for phenotyping with limited data - Yuqi Si; Elmer V. Bernstam; Kirk Roberts (J. Biomed. Informatics, 2021)

Generalized and Transferable Patient Language Representation for Phenotyping with Limited Data - Yuqi Si; Elmer V. Bernstam; Kirk Roberts (CoRR, 2021)

Hierarchical Transformer Networks for Longitudinal Clinical Document Classification - Yuqi Si; Kirk Roberts (CoRR, 2021)

Deep learning in clinical natural language processing: a methodical review - Stephen Wu; Kirk Roberts; Surabhi Datta; Jingcheng Du; Zongcheng Ji; Yuqi Si; Sarvesh Soni; Qiong Wang; Qiang Wei; Yang Xiang; Bo Zhao; Hua Xu (J. Am. Medical Informatics Assoc., 2020)

Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning - Surabhi Datta; Yuqi Si; Laritza Rodriguez; Sonya E. Shooshan; Dina Demner-Fushman; Kirk Roberts (J. Biomed. Informatics, 2020)

Learning Patient Representations from Electronic Health Records across Diverse Data Types - Timothy A. Miller; Dmitriy Dligach; Fei Wang; Yuqi Si; Funda Meric-Bernstam (AMIA 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020, 2020)

Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review - Yuqi Si; Jingcheng Du; Zhao Li; Xiaoqian Jiang; Timothy A. Miller; Fei Wang; W. Jim Zheng; Kirk Roberts (AMIA 2020, American Medical Informatics Association Annual Symposium, Virtual Event, USA, November 14-18, 2020, 2020)

Extracting Concepts for Precision Oncology from the Biomedical Literature - Nicholas Greenspan; Yuqi Si; Kirk Roberts (CoRR, 2020)

Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review - Yuqi Si; Jingcheng Du; Zhao Li; Xiaoqian Jiang; Timothy Miller; Fei Wang; W. Jim Zheng; Kirk Roberts (CoRR, 2020)

Enhancing clinical concept extraction with contextual embeddings - Yuqi Si; Jingqi Wang; Hua Xu; Kirk E. Roberts (J. Am. Medical Informatics Assoc., 2019)

Time-sensitive clinical concept embeddings learned from large electronic health records - Yang Xiang; Jun Xu; Yuqi Si; Zhiheng Li; Laila Rasmy; Yujia Zhou; Firat Tiryaki; Fang Li; Yaoyun Zhang; Yonghui Wu; Xiaoqian Jiang; W. Jim Zheng; et al. (BMC Medical Informatics Decis. Mak., 2019)

Relation Extraction from Clinical Narratives Using Pre-trained Language Models - Qiang Wei; Zongcheng Ji; Yuqi Si; Jingcheng Du; Jingqi Wang; Firat Tiryaki; Stephen Wu; Cui Tao; Kirk Roberts; Hua Xu (AMIA 2019, American Medical Informatics Association Annual Symposium, Washington, DC, USA, November 16-20, 2019, 2019)

Enhancing Clinical Concept Extraction with Contextual Embedding - Yuqi Si; Jingqi Wang; Hua Xu; Kirk Roberts (CoRR, 2019)

Understanding Spatial Language in Radiology: Representation Framework, Annotation, and Spatial Relation Extraction from Chest X-ray Reports using Deep Learning - Surabhi Datta; Yuqi Si; Laritza Rodriguez; Sonya E. Shooshan; Dina Demner-Fushman; Kirk Roberts (CoRR, 2019)

A Frame-Based NLP System for Cancer-Related Information Extraction - Yuqi Si; Kirk E. Roberts (AMIA 2018, American Medical Informatics Association Annual Symposium, San Francisco, CA, November 3-7, 2018, 2018)

A FrameNet for Cancer Information in Clinical Narratives: Schema and Annotation - Kirk Roberts; Yuqi Si; Anshul Gandhi; Elmer V. Bernstam (Proceedings of the Eleventh International Conference on Language Resources and Evaluation, LREC 2018, Miyazaki, Japan, May 7-12, 2018, 2018)

An OMOP CDM-Based Relational Database of Clinical Research Eligibility Criteria - Yuqi Si; Chunhua Weng (MEDINFO 2017: Precision Healthcare through Informatics - Proceedings of the 16th World Congress on Medical and Health Informatics, Hangzhou, China, 21-25 August 2017, 2017)