Haifeng Liu - RankMe

31 papers A* 2A 2Misc 3Journal 1Unranked 23

Year	Rank	Type	Title / Venue / Authors
2018	J	`jnl`	Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. CoRR Jing Mei, Shiwan Zhao, Feng Jin, Eryu Xia, Haifeng Liu, Xiang Li
2017	—	`conf`	Applying Risk Models on Patients with Unknown Predictor Values: An Incremental Learning Approach. MedInfo Enliang Xu, Xiang Li, Jing Mei, Shiwan Zhao, Gang Hu, Eryu Xia, Haifeng Liu, Guotong Xie, Meilin Xu, Xuejun Li
2017	Misc	`conf`	Bootstrap-based Feature Selection to Balance Model Discrimination and Predictor Significance: A Study of Stroke Prediction in Atrial Fibrillation. AMIA Xiang Li, Zhaonan Sun, Xin Du, Haifeng Liu, Gang Hu, Guotong Xie
2017	—	`conf`	Deep Diabetologist: Learning to Prescribe Hypoglycemic Medications with Recurrent Neural Networks. MedInfo Jing Mei, Shiwan Zhao, Feng Jin, Lingxiao Zhang, Haifeng Liu, Xiang Li, Guotong Xie, Xuejun Li, Meilin Xu
2017	—	`conf`	Gathering Real World Evidence with Cluster Analysis for Clinical Decision Support. MedInfo Eryu Xia, Haifeng Liu, Jing Li, Jing Mei, Xuejun Li, Enliang Xu, Xiang Li, Gang Hu, Guotong Xie, Meilin Xu
2017	—	`conf`	Group-Based Trajectory Analysis for Long-Term Use of Warfarin Therapy in Atrial Fibrillation Patients. MedInfo Shijing Guo, Xiang Li, Xin Du, Haifeng Liu, Guotong Xie
2017	—	`conf`	Integrating Temporal Pattern Mining in Ischemic Stroke Prediction and Treatment Pathway Discovery for Atrial Fibrillation. CRI Shijing Guo, Xiang Li, Haifeng Liu, Ping Zhang, Xin Du, Guotong Xie, Fei Wang
2017	—	`conf`	Personal Health Self-Management in a Data Perspective. MedInfo Yiqin Yu, Xiang Li, Gang Hu, Haifeng Liu, Jing Mei, Yuan Ni, Guoyu Tang, Guotong Xie, Weiming Xu
2017	—	`conf`	Precision Cohort Finding with Outcome-Driven Similarity Analytics: A Case Study of Patients with Atrial Fibrillation. MedInfo Haifeng Liu, Xiang Li, Guotong Xie, Xin Du, Ping Zhang, Chengming Gu, Jingyi Hu
2017	A*	`conf`	TaGiTeD: Predictive Task Guided Tensor Decomposition for Representation Learning from Electronic Health Records. AAAI Kai Yang, Xiang Li, Haifeng Liu, Jing Mei, Guo Tong Xie, Junfeng Zhao, Bing Xie, Fei Wang
2017	—	`conf`	Using Machine Learning Models to Predict In-Hospital Mortality for ST-Elevation Myocardial Infarction Patients. MedInfo Xiang Li, Haifeng Liu, Jingang Yang, Guotong Xie, Meilin Xu, Yuejin Yang
2016	—	`conf`	Building Evidence Graph for Clinical Decision Support. ISWC (Posters & Demos) Jing Mei, Wen Sun, Jing Li, Haifeng Liu, Xiang Li, Yiqin Yu, Guotong Xie
2016	Misc	`conf`	Integrated Machine Learning Approaches for Predicting Ischemic Stroke and Thromboembolism in Atrial Fibrillation. AMIA Xiang Li, Haifeng Liu, Xin Du, Ping Zhang, Gang Hu, Guo Tong Xie, Shijing Guo, Meilin Xu, Xiaoping Xie
2016	A*	`conf`	Probabilistic-Mismatch Anomaly Detection: Do One's Medications Match with the Diagnoses. ICDM Lingxiao Zhang, Xiang Li, Haifeng Liu, Jing Mei, Gang Hu, Junfeng Zhao, Yanzhen Zou, Bing Xie, Guotong Xie
2016	—	`conf`	Using Frequent Item Set Mining and Feature Selection Methods to Identify Interacted Risk Factors - The Atrial Fibrillation Case Study. MIE Xiang Li, Haifeng Liu, Xin Du, Gang Hu, Guotong Xie, Ping Zhang
2015	—	`conf`	A Decision Fusion Framework for Treatment Recommendation Systems. MedInfo Jing Mei, Haifeng Liu, Xiang Li, Guo Tong Xie, Yiqin Yu
2015	—	`conf`	Analysis of Care Pathway Variation Patterns in Patient Records. MIE Xiang Li, Jing Mei, Haifeng Liu, Yiqin Yu, Guotong Xie, Jianying Hu, Fei Wang
2015	A	`conf`	Case Analytics Workbench: Platform for Hybrid Process Model Creation and Evolution. BPM Yiqin Yu, Xiang Li, Haifeng Liu, Jing Mei, Nirmal Mukhi, Vatche Ishakian, Guotong Xie, Geetika T. Lakshmanan, Mike Marin
2015	—	`conf`	Mining Temporal and Data Constraints Associated with Outcomes for Care Pathways. MedInfo Xiang Li, Haifeng Liu, Jing Mei, Yiqin Yu, Guo Tong Xie
2015	—	`conf`	Outcome-driven Evaluation Metrics for Treatment Recommendation Systems. MIE Jing Mei, Haifeng Liu, Xiang Li, Yiqin Yu, Guotong Xie
2015	—	`conf`	Synthesizing Analytic Evidence to Refine Care Pathways. MIE Haifeng Liu, Xiang Li, Yiqin Yu, Jing Mei, Guo Tong Xie, Adam Perer, Fei Wang, Jianying Hu
2014	—	`conf`	Automatic Variance Analysis of Multistage Care Pathways. MIE Xiang Li, Haifeng Liu, Shilei Zhang, Jing Mei, Guotong Xie, Yiqin Yu, Jing Li, Geetika T. Lakshmanan
2014	—	`conf`	Care Pathway Workbench: Evidence Harmonization from Guideline and Data. MIE Yiqin Yu, Haifeng Liu, Jing Li, Xiang Li, Jing Mei, Guotong Xie, Adam Perer, Fei Wang, Jianying Hu
2014	—	`conf`	Embracing case management for computerization of care pathways. MIE Jing Mei, Jing Li, Yiqin Yu, Xiang Li, Haifeng Liu, Guotong Xie
2014	A	`conf`	Towards Pathway Variation Identification: Aligning Patient Records with a Care Pathway. CIKM Haifeng Liu, Yang Liu, Xiang Li, Guo Tong Xie, Geetika T. Lakshmanan
2013	—	`conf`	A Framework for Evaluating Sequential Clinical Interventions with Disease Progression. MedInfo Jing Mei, Haifeng Liu, Weijia Shen, Wen Sun, Gang Hu, Guo Tong Xie, Yue Pan
2013	—	`conf`	An Efficacy Driven Approach for Medication Recommendation in Type 2 Diabetes Treatment Using Data Mining Techniques. MedInfo Haifeng Liu, Guo Tong Xie, Jing Mei, Weijia Shen, Wen Sun, Xiang Li
2013	—	`conf`	Mining Information Dependency in Outpatient Encounters for Chronic Disease Care. MedInfo Wen Sun, Weijia Shen, Xiang Li, Feng Cao, Yuan Ni, Haifeng Liu
2011	—	`conf`	An OCL-compliant GELLO Engine. MIE Jing Mei, Haifeng Liu, Guo Tong Xie, Shengping Liu, Baoyao Zhou
2009	—	`conf`	Trust relationship prediction using online product review data. CIKM-CNIKM Nan Ma, Ee-Peng Lim, Viet-An Nguyen, Aixin Sun, Haifeng Liu
2009	Misc	`conf`	iSMART: Ontology-based Semantic Query of CDA Documents. AMIA Shengping Liu, Yuan Ni, Jing Mei, Hanyu Li, Guo Tong Xie, Gang Hu, Haifeng Liu, Xueqiao Hou, Yue Pan