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American Journal of Epidemiology|March 17, 2019
Challenges and Opportunities for Using Big Health Care Data to Advance Medical Science and Public HealthSusan M Shortreed, Andrea J Cook, R Yates Coley, et al.
Observational Studies|May 23, 2017
Cohort restriction based on prior enrollment: Examining potential biases in estimating cancer and mortality riskSusan M Shortreed, Eric Johnson, Carolyn M Rutter, et al.
Pain|September 20, 2016
Does association of opioid use with pain and function differ by fibromyalgia or widespread pain status?Judith A Turner, Susan M Shortreed, Kathleen W Saunders, et al.
Machine Learning|July 30, 2011
Informing sequential clinical decision-making through reinforcement learning: an empirical studySusan M Shortreed, Eric Laber, Daniel J Lizotte, et al.
Psychiatric Services (Washington, D.C.)|December 5, 2023
Predicting Outcomes of Antidepressant Treatment in Community Practice SettingsGregory E Simon, Maricela Cruz, Jennifer M Boggs, et al.
Biostatistics (Oxford, England)|September 3, 2023
Variable selection in high dimensions for discrete-outcome individualized treatment rules: Reducing severity of depression symptomsErica E M Moodie, Zeyu Bian, Janie Coulombe, et al.
The Annals of Applied Statistics|June 29, 2026
Inference on summaries of a model-agnostic longitudinal variable importance trajectory with application to suicide preventionBrian D Williamson, Erica E M Moodie, Gregory E Simon, et al.
The Clinical Journal of Pain|July 19, 2016
A Prospective Study of Predictors of Long-term Opioid Use Among Patients With Chronic Noncancer PainStephen M Thielke, Susan M Shortreed, Kathleen Saunders, et al.
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