Nan Kong
Health Professions · Purdue University West Lafayette
Publications
223
Citations
2,842
Est. group size
~6
Recurring co-author estimate
Active years
34
Publishing since 1993
Nan Kong's work centers on applying optimization, machine learning, and decision-analytic methods to healthcare operations problems, such as scheduling, resource planning in nursing homes, trauma and injury care, and predictive modeling for diseases like hepatitis B and Alzheimer's. The publication record also includes methodological work in stochastic programming, reinforcement learning, and psychometric measurement (item response theory), suggesting a broad toolkit applied across health systems and clinical prediction problems.
Publication output has been relatively steady over the past decade, with a notable increase in 2023-2024 before tapering in 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Remodeling and repair of the damaged brain: the potential and challenges of organoids for ischaemic stroke
Journal of Translational Medicine · 2025
- A machine learning-based predictive model for 48-week hepatitis B surface antigen seroclearance in chronic hepatitis B patients treated with pegylated interferon α-2b: prediction at week 24
Frontiers in Cell and Developmental Biology · 2025
- A method for evaluating the comprehensive degradation of circuit breakers based on current curves
IET conference proceedings. · 2025
- Modeling multidimensional aging in community-dwelling older adults: Insights from a heterogeneous population
IISE Transactions on Healthcare Systems Engineering · 2025
- <i>APOE</i> ε4–associated downregulation of the IL‐7/IL‐7R pathway in effector memory T cells: Implications for Alzheimer's disease
Alzheimer s & Dementia · 2024
- How does digital technology affect export in services?
Journal of Asian Economics · 2024
- Hospital variation in adoption of balanced transfusion practices among injured patients requiring blood transfusions
Surgery · 2024
- Predictive model for HBsAg clearance rate in chronic hepatitis B patients treated with pegylated interferon α-2b for 48 weeks
Hepatology International · 2024
- Adapting Progressive Hedging for Solving Two-Stage Stochastic Programs Under a Peer-to-Peer Computing Network
IEEE Transactions on Network Science and Engineering · 2024
- Transfer Reinforcement Learning for Mixed Observability Markov Decision Processes with Time-Varying Interval-Valued Parameters and Its Application in Pandemic Control
INFORMS journal on computing · 2024
- Prediction of intra-abdominal injury using natural language processing of electronic medical record data
Surgery · 2024
- An intelligent decision support framework for nursing home resource planning with enhanced heterogeneous service demand modeling
Engineering Applications of Artificial Intelligence · 2024
- Impact of mistriages in on-scene injury assessment on trauma network and patient safety
IISE Transactions on Healthcare Systems Engineering · 2024
- Exploring the impact of APOE ɛ4 on functional connectivity in Alzheimer’s disease across cognitive impairment levels
NeuroImage · 2024
- A Mathematical Theory of Ability Measure Based on Partial Credit Item Responses
SSRN Electronic Journal · 2024
- SSRN Electronic Journal×26
- IEEE Transactions on Automation Science and Engineering×5
- Computers & Industrial Engineering×4
- IISE Transactions on Healthcare Systems Engineering×4
- arXiv (Cornell University)×4
- Jiaqi Suo
Health Professions · Purdue University West Lafayette
- Mohammad Zhalechian
Health Professions · Indiana University
- Jonathan E. Helm
Health Professions · Indiana University
- Pengyi Shi
Health Professions · Purdue University West Lafayette
- Kurt M. Bretthauer
Health Professions · Indiana University
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
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