Predictive modeling in urgent care: A comparative study of machine learning approachesFengyi TangCao Xiaoet al.2018JAMIA OpenPaper
Health-ATM: A deep architecture for multifaceted patient health record representation and risk predictionTengfei MaCao Xiaoet al.2018SDM 2018Conference paper
FastGCN: Fast learning with graph convolu-tional networks via importance samplingJie ChenTengfei Maet al.2018ICLR 2018Conference paper
Readmission prediction via deep contextual embedding of clinical conceptsCao XiaoTengfei Maet al.2018PLoS ONEPaper
Switching-State Dynamical Modeling of Daily Behavioral DataRandy ArdywibowoShuai Huanget al.2018JHIRPaper
An MCEM framework for drug safety signal detection and combination from heterogeneous real world evidenceCao XiaoYing Liet al.2018Scientific ReportsPaper
Unsupervised Sequential Outlier Detection with Deep ArchitecturesWeining LuYu Chenget al.2017IEEE TIPPaper
Patient subtyping via time-aware LSTM networksInci M. BaytasCao Xiaoet al.2017KDD 2017Conference paper
An RNN architecture with dynamic temporal matching for personalized predictions of Parkinson's diseaseChao CheCao Xiaoet al.2017SDM 2017Conference paper
Adverse drug reaction prediction with symbolic latent dirichlet allocationCao XiaoPing Zhanget al.2017AAAI 2017Conference paper