Precision Medicine

Estimating the long-term health impact and program cost-effectiveness of providing direct screening services to low-income, medically underserved patients through the Colorectal Cancer Control Program (CRCCP)

Meghan C. O'Leary, Koutouan, P. R., Mayorga, M. E., Sharma, K. P., Degroff, A., Richardson, L. C., & Lich, K. H. (2025, May 29). CANCER CAUSES & CONTROL, Vol. 5.

Inference for change-plane regression

BERNOULLI, 31(3), 2459–2483.

Mathematical modeling of multicellular tumor spheroids quantifies inter-patient and intra-tumor heterogeneity

NPJ SYSTEMS BIOLOGY AND APPLICATIONS, 11(1).

Optimizing Masks and Random Screening Test Usage within K-12 Schools

MDM POLICY & PRACTICE, 10(1).

INCORPORATING FACE MASK USAGE IN AGENT-BASED MODELS USING PERSONAL BELIEFS AND PERCEPTIONS: AN APPLICATION OF THE HEALTH BELIEF MODEL

2024 WINTER SIMULATION CONFERENCE, WSC, pp. 1071–1082.

METAMODEL OF A SIMULATION MODEL OF COLORECTAL CANCER WITH DIVERSE CLINIC POPULATIONS AND INTERVENTION SCENARIOS

2024 WINTER SIMULATION CONFERENCE, WSC, pp. 1118–1129.

Adaptive randomization methods for sequential multiple assignment randomized trials (smarts) via thompson sampling

Biometrics.

Continuous-Time Hidden Markov Factor Model for Mobile Health Data: Application to Adverse Posttraumatic Neuropsychiatric Sequelae

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 29(2), 741–749.

Modeling BK Virus Infection in Renal Transplant Recipients

VIRUSES-BASEL, 17(1).

A generalized logrank-type test for comparison of treatment regimes in sequential multiple assignment randomized trials

BIOMETRICS, 80(4).

The eACT study design and methods: A sequential, multiple assignment, randomized trial of A novel adherence intervention for youth with epilepsy

CONTEMPORARY CLINICAL TRIALS, 147.

Solving a class of two-stage stochastic nonlinear integer programs using value functions

Zhang, J., Oezaltin, O. Y., & Trapp, A. C. (2024, September 21). JOURNAL OF GLOBAL OPTIMIZATION, Vol. 9.

Datopotamab-deruxtecan in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Khoury, K., Meisel, J. L., Yau, C., Rugo, H. S., Nanda, R., Davidian, M., … Esserman, L. J. (2024, September 14). NATURE MEDICINE, Vol. 9.

Datopotamab-deruxtecan plus durvalumab in early-stage breast cancer: the sequential multiple assignment randomized I-SPY2.2 phase 2 trial

Shatsky, R. A., Trivedi, M. S., Yau, C., Nanda, R., Rugo, H. S., Davidian, M., … Esserman, L. J. (2024, September 14). NATURE MEDICINE, Vol. 9.

Improving classification performance of motor imagery BCI through EEG data augmentation with conditional generative adversarial networks

NEURAL NETWORKS, 180.

A crossword solving system based on Monte Carlo tree search

ARTIFICIAL INTELLIGENCE, 335.

Risk score models for urinary tract infection hospitalization

PLOS ONE, 19(6).

Temporal pattern mining for knowledge discovery in the early prediction of septic shock

PATTERN RECOGNITION, 151.

Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub

PLOS MEDICINE, 21(4).

Quantifying collective motion patterns in mesenchymal cell populations using topological data analysis and agent-based modeling

MATHEMATICAL BIOSCIENCES, 370.

COVSIM: A stochastic agent-based COVID-19 SIMulation model for North Carolina

EPIDEMICS, 46.

Estimation of optimal treatment regimes with electronic medical record data using the residual life value estimator

Rhodes, G., Davidian, M., & Lu, W. (2024, February 9). BIOSTATISTICS, Vol. 2.

Doubly Robust Interval Estimation for Optimal Policy Evaluation in Online Learning

Shen, Y., Cai, H., & Song, R. (2024, May 29). JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION.

Mining the factor zoo: Estimation of latent factor models with sufficient proxies

JOURNAL OF ECONOMETRICS, 239(2).

A MULTIAGENT REINFORCEMENT LEARNING FRAMEWORK FOR OFF-POLICY EVALUATION IN TWO-SIDED MARKETS

ANNALS OF APPLIED STATISTICS, 17(4), 2701–2722.