Information Extraction for Clinical Data Mining: A Mammography Case Study. - Houssam Nassif; Ryan W. Woods; Elizabeth S. Burnside; Mehmet Ayvaci; Jude W. Shavlik; David Page (ICDM Workshops, 2009)

Uncovering age-specific invasive and DCIS breast cancer rules using inductive logic programming. - Houssam Nassif; David Page; Mehmet Ayvaci; Jude W. Shavlik; Elizabeth S. Burnside (IHI, 2010)

The Effect of Budgetary Restrictions on Breast Cancer Diagnostic Decisions. - Mehmet Ayvaci; Oguzhan Alagöz; Elizabeth S. Burnside (Manuf. Serv. Oper. Manag., 2012)

A Comprehensive Methodology for Determining the Most Informative Mammographic Features. - Yirong Wu; Oguzhan Alagöz; Mehmet Ayvaci; Alejandro Munoz del Rio; David J. Vanness; Ryan S. Woods; Elizabeth S. Burnside (J. Digit. Imaging, 2013)

Optimally solving Markov decision processes with total expected discounted reward function: Linear programming revisited. - Oguzhan Alagöz; Mehmet U. S. Ayvaci; Jeffrey T. Linderoth (Comput. Ind. Eng., 2015)

Repairing the Digital Divide Can Increase the Service Divide: The Effects of Patient Portals on Kidney Allocation. - Yeongin Kim; Mehmet Ayvaci; Srinivasan Raghunathan; Bekir Tanriöver (HICSS, 2019)

When Algorithmic Predictions Use Human-Generated Data: A Bias-Aware Classification Algorithm for Breast Cancer Diagnosis. - Mehmet Eren Ahsen; Mehmet U. S. Ayvaci; Srinivasan Raghunathan (Inf. Syst. Res., 2019)

Designing Payment Contracts for Healthcare Services to Induce Information Sharing: The Adoption and the Value of Health Information Exchanges (HIEs). - Mehmet U. S. Ayvaci; Huseyin Cavusoglu; Yeongin Kim; Srinivasan Raghunathan (MIS Q., 2021)

When Machines Will Take Over? Algorithms for Human-Machine Collaborative Decision Making in Healthcare. - Mehmet Eren Ahsen; Mehmet Ayvaci; Radha Mookerjee (HICSS, 2023)

The Business of Healthcare: The Role of Physician Integration in Bundled Payments. - Jan Vlachy; Turgay Ayer; Mehmet Ayvaci; Srinivasan Raghunathan (Manuf. Serv. Oper. Manag., 2023)

Value of Algorithm-Enabled Process Innovation: The Case of Sepsis. - Idris Adjerid; Mehmet U. S. Ayvaci; Özalp Özer (Manuf. Serv. Oper. Manag., 2023)

Contests for Predictive Algorithms: Ensembling, Interdependency, and Optimal Rewards Design. - Eren Ahsen; Mehmet Ayvaci; Srinivasan Raghunathan; Ramanath Subramanyam (HICSS, 2024)