| Prediction of sepsis in the intensive care unit with minimal electronic health record data: a machine learning approach T Desautels, J Calvert, J Hoffman, M Jay, Y Kerem, L Shieh, ... JMIR medical informatics 4 (3), e28, 2016 | 472 | 2016 |
| Multicentre validation of a sepsis prediction algorithm using only vital sign data in the emergency department, general ward and ICU Q Mao, M Jay, JL Hoffman, J Calvert, C Barton, D Shimabukuro, L Shieh, ... BMJ open 8 (1), 2018 | 297 | 2018 |
| A computational approach to early sepsis detection JS Calvert, DA Price, UK Chettipally, CW Barton, MD Feldman, ... Computers in biology and medicine 74, 69-73, 2016 | 255 | 2016 |
| Using electronic health record collected clinical variables to predict medical intensive care unit mortality J Calvert, Q Mao, JL Hoffman, M Jay, T Desautels, H Mohamadlou, ... Annals of medicine and surgery 11, 52-57, 2016 | 84 | 2016 |
| Using transfer learning for improved mortality prediction in a data-scarce hospital setting T Desautels, J Calvert, J Hoffman, Q Mao, M Jay, G Fletcher, C Barton, ... Biomedical informatics insights 9, 1178222617712994, 2017 | 61 | 2017 |
| High-performance detection and early prediction of septic shock for alcohol-use disorder patients J Calvert, T Desautels, U Chettipally, C Barton, J Hoffman, M Jay, Q Mao, ... Annals of medicine and surgery 8, 50-55, 2016 | 59 | 2016 |
| Cost and mortality impact of an algorithm-driven sepsis prediction system J Calvert, J Hoffman, C Barton, D Shimabukuro, M Ries, U Chettipally, ... Journal of medical economics 20 (6), 646-651, 2017 | 30 | 2017 |
| A computational approach to mortality prediction of alcohol use disorder inpatients J Calvert, Q Mao, AJ Rogers, C Barton, M Jay, T Desautels, ... Computers in biology and medicine 75, 74-79, 2016 | 21 | 2016 |
| A Bayesian approach for estimating age‐adjusted rates for low‐prevalence diseases over space and time M Jay, J Oleson, M Charlton, A Arab Statistics in medicine 40 (12), 2922-2938, 2021 | 5 | 2021 |
| Displaying survival of patient groups defined by covariate paths: Extensions of the Kaplan‐Meier estimator M Jay, RA Betensky Statistics in Medicine 40 (8), 2024-2036, 2021 | 5 | 2021 |
| Application of marginalized zero-inflated models when mediators have excess zeroes A Sims, H Tiwari, EB Levitan, D Long, G Howard, T Brown, MJ Smith, ... Statistical Methods in Medical Research 33 (1), 148-161, 2024 | 1 | 2024 |
| Causal decomposition maps: An exploratory tool for designing area‐level interventions aimed at reducing health disparities MJ Smith, ME Charlton, JJ Oleson Biometrical journal 65 (8), 2200213, 2023 | 1 | 2023 |
| Path-specific causal decomposition analysis with multiple correlated mediator variables MJ Smith, LA McClure, DL Long arXiv preprint arXiv:2308.07253, 2023 | 1 | 2023 |
| Predicting an optimal composite outcome variable for Huntington's disease clinical trials DK Sewell, J Penney, M Jay, Y Zhang, JS Paulsen Journal of applied statistics 48 (7), 1339-1348, 2021 | 1 | 2021 |
| Population‐average mediation analysis for zero‐inflated count outcomes A Sims, DL Long, HK Tiwari, J Cui, DM Long, TM Brown, MJ Smith, ... Statistics in Medicine, 2024 | | 2024 |
| Attitudes toward research and scholarly activities among medical laboratory science professionals in the United States MJ Smith, HK Yuen, L Davenport-Landry, J O’Donnell, I Abdi, F Josephat, ... Laboratory Medicine, lmad120, 2024 | | 2024 |
| Retrospective, multicenter analysis of the safety and effectiveness of direct oral anticoagulants for the treatment of venous thromboembolism in obesity JD Sperry, A Loeb, MJ Smith, TB Brighton, JA Ehret, JD Fermo, ME Gentili, ... Journal of Thrombosis and Thrombolysis, 1-10, 2024 | | 2024 |
| Using Directed Acyclic Graphs to Inform Statistical Analysis Plans in Pediatric Research MJ Smith The Journal of Pediatrics 265, 2024 | | 2024 |
| Bayesian methods for estimation and mediation in disease mapping applications M Jay University of Iowa, 2022 | | 2022 |
| Searching for a Lost Plane: A Neighborhood-Based Probabilistic Model. M Jay, N Mankovich, E Campbell UMAP Journal 36 (3), 2015 | | 2015 |
