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Author:

Yu, Yifeng

Title:

RISK-ADJUSTED MONITORING, COST-EFFECTIVENESS, AND META-ANALYSIS FOR DATA-DRIVEN HEALTHCARE FOR TOTAL HIP ARTHROPLASTY

Graduate Program:

Industrial Engineering

Keywords:

total hip arthroplasty
risk-adjusted monitoring
meta-analysis
machine learning
statistical process control
cost-effectiveness
Markov simulation model

File:

Download Dissertation_Yifeng_Yu_Final.pdf

Committee Members:

Harriet Nembhard, Dissertation Advisor/Co-Advisor
Harriet Nembhard, Committee Chair/Co-Chair
Conrad Tucker, Committee Member
Ling Rothrock, Committee Member
Naleef Fareed, Outside Member
Andrea Yevchak-Sillner, Special Member

Author:

Srinivas, Sharan

Title:

Analytics-Driven Design of Multi-Phase Multi-Provider Appointment System for Patient Scheduling

Graduate Program:

Industrial Engineering

Keywords:

patient scheduling
open access
multi-phase multi-provider
scheduling rules
appointment system design
hybrid appointment system
data analytics
machine learning
patient no-shows

File:

Download Doctoral_Dissertation_SharanS.pdf

Committee Members:

Dr. A. Ravi Ravindran, Dissertation Advisor/Co-Advisor
Dr. A. Ravi Ravindran, Committee Chair/Co-Chair
Dr. M. Jeya Chandra, Committee Member
Dr. Vittal Prabhu, Committee Member
Dr. Dennis K. J. Lin, Outside Member

Author:

Sung, Yi Shan

Title:

NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

Graduate Program:

Industrial Engineering

Keywords:

network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction

File:

Download phd_thesis_yishan.pdf

Committee Members:

Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member