1. DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Open Access Author: Liu, Ning Title: DATA-DRIVEN MODELING AND INTERPRETABLE MACHINE LEARNING WITH APPLICATIONS IN HEALTHCARE Graduate Program: Industrial Engineering Keywords: Data-Driven ModelingInterpretable Machine LearningHealthcare AnalyticsDrug-Drug InteractionsPatient Satisfaction File: Download NingLiu-Dissertation-FinalVersion.pdf Committee Members: Soundar Kumara, Dissertation Advisor/Co-AdvisorSoundar Kumara, Committee Chair/Co-ChairGuodong Pang, Committee MemberEunhye Song, Committee MemberTerry Harrison, Outside MemberLing Rothrock, Program Head/Chair