Published:
Jay M, Oleson J, Charlton M, Arab A. A Bayesian approach for estimating age-adjusted rates for low-prevalence diseases over space and time. Statistics in Medicine. 2021;40(12):2922-2938.
Sewell DK, Penney J, Jay M, Zhang Y, Paulsen JS. Predicting an optimal composite outcome variable for Huntington's disease clinical trials. Journal of Applied Statistics. 2021;48(7):1339-1348.
Jay M, Betensky RA. Displaying survival of patient groups defined by covariate paths: Extensions of the Kaplan-Meier estimator. Statistics in Medicine. 2021;40(8):2024-2036.
Mao Q, Jay M, Hoffman JL, Calvert J, Barton C, Shimabukuro D, Shieh L, Chettipally U, Fletcher G, Kerem Y, Zhou Y, Das R. Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU. BMJ Open. 2018;8:e017833.
Desautels T, Calvert J, Hoffman J, Mao Q, Jay M, Fletcher G, Barton C, Chettipally UK, Kerem Y, Das R. Using transfer learning for improved mortality prediction in a data-scarce hospital setting. Biomedical Informatics Insights. 2017;9:1-8.
Calvert J, Hoffman J, Barton C, Shimabukuro D, Ries M, Chettipally U, Kerem Y, Jay M, Mataraso S, Das R. 2017. Cost and mortality impact of an algorithm-driven sepsis prediction system. Journal of Medical Economics. 2017;20(6):646-651.
Desautels T, Calvert J, Hoffman J, Jay M, Kerem Y, Shieh L, Shimabukuro D, Chettipally U, Feldman MD, Barton C, Wales DJ, Das R. Prediction of sepsis in the Intensive Care Unit with minimal electronic health record data: a machine learning approach. JMIR Medical Informatics. 2016;4.3:e28.
Calvert J, Mao Q, Hoffman J, Jay M, Desautels T, Mohamadlou H, Chettipally U, Das R. Using electronic health record collected clinical variables to predict medical intensive care unit mortality. Annals of Medicine and Surgery. 2016;11:52-57.
Calvert J, Desautels T, Chettipally U, Barton C, Hoffman J, Jay M, Mao Q, Mohamadlou H, Das R. High-performance detection and early prediction of septic shock for alcohol-use disorder patients. Annals of Medicine and Surgery. 2016;8:50-55.
Calvert J, Mao Q, Rogers AJ, Barton C, Jay M, Desautels T, Mohamadlou H, Jan J, Das R. A computational approach to mortality prediction of alcohol use disorder inpatients. Computers in Biology and Medicine. 2016;75:74-79.
Calvert JS, Price DA, Chettipally U, Barton CW, Feldman MD, Hoffman JL, Jay M, Das R. A computational approach to early sepsis detection. Computers in Biology and Medicine. 2016;74:69-73.
Outstanding Winning Paper, 2015 Mathematical Contest in Modeling: Jay M, Mankovich N, Campbell E (all authors contributed equally). Searching for a lost plane: a neighborhood-based probabilistic model. UMAP Journal. 2015;36.3:149-168.
Finalist Winning Paper, 2014 Mathematical Contest in Modeling: Jay M, Karapakula VG, Krakoff E (all authors contributed equally). Determining the top all-time college coaches through Markov chain-based rank aggregation. SIAM Undergraduate Research Online. 2015;8:12-27.
Submitted:
Smith MJ, Charlton ME, Oleson JJ. Bayesian mediation analysis with areal health outcome data: a counterfactual-based approach.
Smith MJ, Charlton ME, Oleson JJ. Causal decomposition maps: an exploratory tool for designing area-level interventions aimed at reducing health disparities.