|Predicting suicide attempts and suicide deaths following outpatient visits using electronic health records|
GE Simon, E Johnson, JM Lawrence, RC Rossom, B Ahmedani, FL Lynch, ...
American Journal of Psychiatry 175 (10), 951-960, 2018
|Informing sequential clinical decision-making through reinforcement learning: an empirical study|
SM Shortreed, E Laber, DJ Lizotte, TS Stroup, J Pineau, SA Murphy
Machine learning 84 (1-2), 109, 2011
|The duration of obesity and the risk of type 2 diabetes|
A Abdullah, J Stoelwinder, S Shortreed, R Wolfe, C Stevenson, H Walls, ...
Public health nutrition 14 (1), 119-126, 2011
|Outcome‐adaptive lasso: variable selection for causal inference|
SM Shortreed, A Ertefaie
Biometrics 73 (4), 1111-1122, 2017
|Cognitive‐behavioral treatment for comorbid insomnia and osteoarthritis pain in primary care: The lifestyles randomized controlled trial|
MV Vitiello, SM McCurry, SM Shortreed, BH Balderson, LD Baker, ...
Journal of the American Geriatrics Society 61 (6), 947-956, 2013
|Short-term improvement in insomnia symptoms predicts long-term improvements in sleep, pain, and fatigue in older adults with comorbid osteoarthritis and insomnia|
MV Vitiello, SM McCurry, SM Shortreed, LD Baker, BD Rybarczyk, ...
Pain® 155 (8), 1547-1554, 2014
|Risk of suicide attempt and suicide death following completion of the Patient Health Questionnaire depression module in community practice|
GE Simon, KJ Coleman, RC Rossom, A Beck, M Oliver, E Johnson, ...
The Journal of clinical psychiatry 77 (2), 20461, 2016
|Lifetime risk and projected population prevalence of diabetes|
DJ Magliano, JE Shaw, SM Shortreed, WJ Nusselder, D Liew, ELM Barr, ...
Diabetologia 51, 2179-2186, 2008
|Age-specific prevalence of, and factors associated with, different types of urinary incontinence in community-dwelling Australian women assessed with a validated questionnaire|
R Botlero, SR Davis, DM Urquhart, S Shortreed, RJ Bell
Maturitas 62 (2), 134-139, 2009
|Estimating the effect of long-term physical activity on cardiovascular disease and mortality: evidence from the Framingham Heart Study|
SM Shortreed, A Peeters, AB Forbes
Heart 99 (9), 649-654, 2013
|The effect of program design on engagement with an internet-based smoking intervention: randomized factorial trial|
JB McClure, SM Shortreed, A Bogart, H Derry, K Riggs, J St John, V Nair, ...
Journal of medical Internet research 15 (3), e2508, 2013
|The impact of opioid risk reduction initiatives on high-dose opioid prescribing for patients on chronic opioid therapy|
M Von Korff, S Dublin, RL Walker, M Parchman, SM Shortreed, ...
The journal of pain 17 (1), 101-110, 2016
|Estimating the optimal dynamic antipsychotic treatment regime: evidence from the sequential multiple‐assignment randomized Clinical Antipsychotic Trials of Intervention and …|
SM Shortreed, EEM Moodie
Journal of the Royal Statistical Society: Series C (Applied Statistics) 61 …, 2012
|Antidepressant adherence across diverse populations and healthcare settings|
RC Rossom, S Shortreed, KJ Coleman, A Beck, BE Waitzfelder, C Stewart, ...
Depression and anxiety 33 (8), 765-774, 2016
|Positional estimation within a latent space model for networks|
S Shortreed, MS Handcock, P Hoff
Methodology 2 (1), 24-33, 2006
|Who benefits from CBT for insomnia in primary care? Important patient selection and trial design lessons from longitudinal results of the Lifestyles trial|
SM McCurry, SM Shortreed, M Von Korff, BH Balderson, LD Baker, ...
Sleep 37 (2), 299-308, 2014
|Association of levels of opioid use with pain and activity interference among patients initiating chronic opioid therapy: a longitudinal study|
JA Turner, SM Shortreed, KW Saunders, L LeResche, M Von Korff
Pain 157 (4), 849, 2016
|Sex and age differences in global pain status among patients using opioids long term for chronic noncancer pain|
L LeResche, K Saunders, S Dublin, S Thielke, JO Merrill, SM Shortreed, ...
Journal of women's health 24 (8), 629-635, 2015
|A multiple imputation strategy for sequential multiple assignment randomized trials|
SM Shortreed, E Laber, T Scott Stroup, J Pineau, SA Murphy
Statistics in medicine 33 (24), 4202-4214, 2014
|Do patient-perceived pros and cons of opioids predict sustained higher-dose use?|
SM Thielke, JA Turner, SM Shortreed, K Saunders, L LeResche, ...
The Clinical journal of pain 30 (2), 2014