iSMART: Ontology-based Semantic Query of CDA Documents. - Shengping Liu; Yuan Ni; Jing Mei; Hanyu Li; Guo Tong Xie; Gang Hu 001; Haifeng Liu 005; Xueqiao Hou; Yue Pan (AMIA, 2009)

Trust relationship prediction using online product review data. - Nan Ma; Ee-Peng Lim; Viet-An Nguyen; Aixin Sun; Haifeng Liu 005 (CIKM-CNIKM, 2009)

An OCL-compliant GELLO Engine. - Jing Mei; Haifeng Liu 005; Guo Tong Xie; Shengping Liu; Baoyao Zhou (MIE, 2011)

An Efficacy Driven Approach for Medication Recommendation in Type 2 Diabetes Treatment Using Data Mining Techniques. - Haifeng Liu 005; Guo Tong Xie; Jing Mei; Weijia Shen; Wen Sun; Xiang Li 013 (MedInfo, 2013)

A Framework for Evaluating Sequential Clinical Interventions with Disease Progression. - Jing Mei; Haifeng Liu 005; Weijia Shen; Wen Sun; Gang Hu 001; Guo Tong Xie; Yue Pan (MedInfo, 2013)

Mining Information Dependency in Outpatient Encounters for Chronic Disease Care. - Wen Sun; Weijia Shen; Xiang Li 013; Feng Cao; Yuan Ni; Haifeng Liu 005 (MedInfo, 2013)

Towards Pathway Variation Identification: Aligning Patient Records with a Care Pathway. - Haifeng Liu 005; Yang Liu 021; Xiang Li 013; Guo Tong Xie; Geetika T. Lakshmanan (CIKM, 2014)

Automatic Variance Analysis of Multistage Care Pathways. - Xiang Li 013; Haifeng Liu 005; Shilei Zhang; Jing Mei; Guotong Xie; Yiqin Yu; Jing Li; Geetika T. Lakshmanan (MIE, 2014)

Embracing case management for computerization of care pathways. - Jing Mei; Jing Li; Yiqin Yu; Xiang Li 013; Haifeng Liu 005; Guotong Xie (MIE, 2014)

Care Pathway Workbench: Evidence Harmonization from Guideline and Data. - Yiqin Yu; Haifeng Liu 005; Jing Li; Xiang Li 013; Jing Mei; Guotong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2014)

Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution. - Yiqin Yu; Xiang Li 013; Haifeng Liu 005; Jing Mei; Nirmal Mukhi; Vatche Ishakian; Guotong Xie; Geetika T. Lakshmanan; Mike Marin (BPM, 2015)

Mining Temporal and Data Constraints Associated with Outcomes for Care Pathways. - Xiang Li 013; Haifeng Liu 005; Jing Mei; Yiqin Yu; Guo Tong Xie (MedInfo, 2015)

A Decision Fusion Framework for Treatment Recommendation Systems. - Jing Mei; Haifeng Liu 005; Xiang Li 013; Guo Tong Xie; Yiqin Yu (MedInfo, 2015)

Analysis of Care Pathway Variation Patterns in Patient Records. - Xiang Li 013; Jing Mei; Haifeng Liu 005; Yiqin Yu; Guotong Xie; Jianying Hu; Fei Wang 001 (MIE, 2015)

Synthesizing Analytic Evidence to Refine Care Pathways. - Haifeng Liu 005; Xiang Li 013; Yiqin Yu; Jing Mei; Guo Tong Xie; Adam Perer; Fei Wang 001; Jianying Hu (MIE, 2015)

Outcome-driven Evaluation Metrics for Treatment Recommendation Systems. - Jing Mei; Haifeng Liu 005; Xiang Li 013; Yiqin Yu; Guotong Xie (MIE, 2015)

Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation. - Xiang Li 013; Haifeng Liu 005; Xin Du; Ping Zhang 016; Gang Hu 001; Guo Tong Xie; Shijing Guo; Meilin Xu; Xiaoping Xie (AMIA, 2016)

Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. - Lingxiao Zhang; Xiang Li 013; Haifeng Liu 005; Jing Mei; Gang Hu 001; Junfeng Zhao 001; Yanzhen Zou; Bing Xie; Guotong Xie (ICDM, 2016)

Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors - The Atrial Fibrillation Case Study. - Xiang Li 013; Haifeng Liu 005; Xin Du; Gang Hu 001; Guotong Xie; Ping Zhang 016 (MIE, 2016)

Building Evidence Graph for Clinical Decision Support. - Jing Mei; Wen Sun; Jing Li; Haifeng Liu 005; Xiang Li 013; Yiqin Yu; Guotong Xie (ISWC (Posters & Demos), 2016)

TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records. - Kai Yang; Xiang Li 013; Haifeng Liu 005; Jing Mei; Guo Tong Xie; Junfeng Zhao 001; Bing Xie; Fei Wang 001 (AAAI, 2017)

Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation. - Xiang Li 013; Zhaonan Sun; Xin Du; Haifeng Liu 005; Gang Hu 001; Guotong Xie (AMIA, 2017)

Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation. - Shijing Guo; Xiang Li 013; Haifeng Liu 005; Ping Zhang 016; Xin Du; Guotong Xie; Fei Wang 001 (CRI, 2017)

Group-Based Trajectory Analysis for Long-Term Use of Warfarin Therapy in Atrial Fibrillation Patients. - Shijing Guo; Xiang Li 013; Xin Du; Haifeng Liu 005; Guotong Xie (MedInfo, 2017)

Using Machine Learning Models to Predict In-Hospital Mortality for ST-Elevation Myocardial Infarction Patients. - Xiang Li 013; Haifeng Liu 005; Jingang Yang; Guotong Xie; Meilin Xu; Yuejin Yang (MedInfo, 2017)

Precision Cohort Finding with Outcome-Driven Similarity Analytics: A Case Study of Patients with Atrial Fibrillation. - Haifeng Liu 005; Xiang Li 013; Guotong Xie; Xin Du; Ping Zhang 016; Chengming Gu; Jingyi Hu (MedInfo, 2017)

Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks. - Jing Mei; Shiwan Zhao; Feng Jin; Lingxiao Zhang; Haifeng Liu 005; Xiang Li 013; Guotong Xie; Xuejun Li; Meilin Xu (MedInfo, 2017)

Gathering Real World Evidence with Cluster Analysis for Clinical Decision Support. - Eryu Xia; Haifeng Liu 005; Jing Li; Jing Mei; Xuejun Li; Enliang Xu; Xiang Li 013; Gang Hu 001; Guotong Xie; Meilin Xu (MedInfo, 2017)

Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach. - Enliang Xu; Xiang Li 013; Jing Mei; Shiwan Zhao; Gang Hu 001; Eryu Xia; Haifeng Liu 005; Guotong Xie; Meilin Xu; Xuejun Li (MedInfo, 2017)

Personal Health Self-Management in a Data Perspective. - Yiqin Yu; Xiang Li 013; Gang Hu 001; Haifeng Liu 005; Jing Mei; Yuan Ni; Guoyu Tang; Guotong Xie; Weiming Xu (MedInfo, 2017)

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. - Jing Mei; Shiwan Zhao; Feng Jin; Eryu Xia; Haifeng Liu 005; Xiang Li 013 (CoRR, 2018)