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Melissa Jay Smith
Melissa Jay Smith
其他姓名Melissa Jay
Assistant Professor of Biostatistics, University of Alabama at Birmingham
在 uab.edu 的电子邮件经过验证 - 首页
标题
引用次数
引用次数
年份
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
4792016
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
3112018
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
2622016
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
882016
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
622017
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
602016
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
312017
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
212016
Pediatric severe sepsis prediction using machine learning
T Desautels, J Hoffman, C Barton, Q Mao, M Jay, J Calvert, R Das
bioRxiv, 223289, 2017
82017
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
52021
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
52021
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
12024
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
12023
Path-specific causal decomposition analysis with multiple correlated mediator variables
MJ Smith, LA McClure, DL Long
arXiv preprint arXiv:2308.07253, 2023
12023
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
12021
Comparison of methods for mediation analysis with multiple correlated mediators
M Appah, DL Long, G Howard, MJ Smith
arXiv preprint arXiv:2406.16174, 2024
2024
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 43 (13), 2547-2559, 2024
2024
The Association of Manganese Overexposure and Neurobehavioral Function is Moderated by Arsenic: A Metal Mixture Analysis of Children Living Near Coal Ash Storage Sites.
L Sears, MJ Smith, L Cai, KM Zierold
NeuroToxicology, 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 57 (4), 603-612, 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
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