1. Data Visualization In Models for Healthcare Workflow Improvement Open Access Author: Chen, Yining Title: Data Visualization In Models for Healthcare Workflow Improvement Graduate Program: Industrial Engineering Keywords: Data VisualizationHealthcareworkflowTuberculosisOptimization File: Download Yining_Chen_Thesis_Final_0702.pdf Committee Members: Harriet Black Nembhard, Thesis Advisor/Co-Advisor
2. RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING Open Access Author: Chen, Cheng Bang Title: RECURRENCE ANALYSIS OF HIGH-DIMENSIONAL COMPLEX SYSTEMS WITH APPLICATIONS IN HEALTHCARE AND MANUFACTURING Graduate Program: Industrial Engineering Keywords: Recurrence AnalysisNonlinear DynamicsPattern-Frequency TreeNetwork ScienceSpace-Filling CurveComplex systemHealthcareManufacturing File: Download phd_thesis_chengbang_final.pdf Committee Members: Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-AdvisorSoundar Rajan Tirupatikumara, Committee Chair/Co-ChairSaurabh Basu, Committee MemberBharath Kumar Sriperumbudur, Outside MemberHui Yang, Dissertation Advisor/Co-AdvisorHui Yang, Committee Chair/Co-ChairLing Rothrock, Program Head/Chair
3. Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case Open Access Author: Alamoudi, Hassan Title: Applications of artificial intelligence and machine learning in healthcare: A cardiovascular case Graduate Program: Industrial Engineering Keywords: Artificial IntelligenceMachine LearningHealthcareCardiovascular File: Download Hassan_Alamoudi-MS_Thesis_Dec_2019.pdf Committee Members: Soundar Rajan Tirupatikumara, Thesis Advisor/Co-AdvisorRobert Carl Voigt, Program Head/ChairHui Yang, Committee MemberRobert Carl Voigt, Special Signatory
4. Sepsis Data Analytics Open Access Author: Shen, Sida Title: Sepsis Data Analytics Graduate Program: Industrial Engineering Keywords: Machine learningDeep learningSepsisHealthcareUnsupervised LearningData Mining File: Download Thesis_Sida_Shen_Final.pdf Committee Members: Soundar Kumara, Thesis Advisor/Co-AdvisorRobert Carl Voigt, Program Head/ChairKamesh Madduri, Committee Member