Research
Research
Zhu Y, Sen S, Everhart A, Karaca-Mandic P (2025). A Deep Learning Approach for Predicting FDA 510(k) Medical Device Recalls Using Device Citation Relationships. Information Systems Research. Forthcoming and published online.
US Patent. Application NO. 18/408,061. Published online on July 11, 2024. Pending.
National Science Foundation (NSF) Innovation Corps (I-Corps) program grant ($50,000).
Zhu Y, Mani A. Complex Contagion of Churn in Wellness Programs: Evidence from an Online Exercise Platform (2025). Minor revision at Nature Communications.
Everhart A, Sen S, Stern A, Zhu Y, Karaca-Mandic P (2023). Association Between Regulatory Submission Characteristics and Recalls of Medical Devices Receiving 510(k) Clearance. Journal of the American Medical Association (JAMA) 329(2):144-156.
Zhu Y, Carroll C, Vu K, Sen S, Georgiou A, Karaca-Mandic P (2022). COVID-19 Hospitalization Trends in Rural Versus Urban Areas in the United States. Medical Care Research and Review 80(2):236-244.
Karaca-Mandic P, Sen S, Georgiou A, Zhu Y, Basu A (2020). Association of COVID-19-Related Hospital Use and Overall COVID-19 Mortality in the USA. Journal of General Internal Medicine.
Karaca-Mandic P, Georgiou A, Sen S, Zhu Y, Vu K, Everhart A (2020). Early Insights from the University of Minnesota’s COVID-19 Hospitalization Tracking Dashboard. Health Management, Policy & Innovation.
Zhu Y, Bi X, Adomavicius G, Curley S (2026). Predicting Goal-Directed Exercise Outcomes Leveraging Temporal and Multivariate Data Dependencies. Under review at Information Systems Research.
- Best paper nominee at 2025 INFORMS Workshop on Data Science (WDS).
Zhu Y, Sen S, Karaca-Mandic P, Wu H (2026). Advancing Compassionate AI in Healthcare Through Safety Evaluations of AI-Enabled Medical Devices. Under review at Information Systems Research.
Dabek P, Bourgeois F, Stern A, Zhu Y, Everhart A (2026). Use and Public Reporting of Pre-determined Change Control Plans for AI-Enabled Medical Devices. Under review at Journal of the American Medical Association (JAMA).
Zhu Y, Chan J, Bi X, Guo Y, Wu J (2026). More Is Not Always Better: The Operational Risks of Puffery in High-Intensity Advertising Environments. Under review at Production and Operations Management.
Astvansh V, Zhu Y, Guo Y (2026). Outcomes of Aesthetic Changes to Product Design: A Computer Vision Study on Used Vehicles. Under review at Production and Operations Management.