1. Advancing Predictive Modeling on Electronic Health Records: From Handcrafted to Automated Methods Open Access Author: Cui, Suhan Title: Advancing Predictive Modeling on Electronic Health Records: From Handcrafted to Automated Methods Graduate Program: Informatics Keywords: Electronic Health RecordsMachine learningDeep LearningHealth InformaticsAutomated Machine LearningMulti-Modal LearningMulti-Task LearningKnowledge GraphText Mining File: Download Dissertation___Suhan_Cui.pdf Committee Members: Sharon Huang, Major Field MemberQiushi Chen, Outside Unit & Field MemberDongwon Lee, Chair & Dissertation AdvisorMinhao Cheng, Major Field MemberPrasenjit Mitra, Special MemberCarleen Maitland, Program Head/Chair