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Sherri Rose
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Targeted learning: causal inference for observational and experimental data
M van der Laan, S Rose
Springer Series in Statistics [BOOK], 2011
10372011
Predicting suicides after psychiatric hospitalization in US Army Soldiers: the Army Study to Assess Risk and Resilience in Servicemembers (Army STARRS)
RC Kessler, CH Warner, C Ivany, MV Petukhova, S Rose, EJ Bromet, ...
JAMA psychiatry, 2015
3692015
Implementation of G-computation on a simulated data set: demonstration of a causal inference technique
JM Snowden, S Rose, KM Mortimer
American Journal of Epidemiology 173 (7), 731-738, 2011
2672011
How well can post‐traumatic stress disorder be predicted from pre‐trauma risk factors? An exploratory study in the WHO World Mental Health Surveys
RC Kessler, S Rose, KC Koenen, EG Karam, PE Stang, DJ Stein, ...
World Psychiatry 13 (3), 265-274, 2014
2522014
Why match? Investigating matched case-control study designs with causal effect estimation
S Rose, MJ Van Der Laan
The International Journal of Biostatistics 5 (1), 1, 2009
2422009
Changes in Health Care Spending and Quality 4 Years into Global Payment
Z Song, S Rose, DG Safran, BE Landon, MP Day, ME Chernew
New England Journal of Medicine 371 (18), 1704-1714, 2014
2312014
Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies
MS Schuler, S Rose
American Journal of Epidemiology, 2017
1782017
Mortality risk score prediction in an elderly population using machine learning
S Rose
American Journal of Epidemiology 177 (5), 443-452, 2013
1562013
Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies
M van der Laan, S Rose
Springer Series in Statistics [BOOK], 2018
138*2018
Rapid Growth In Mental Health Telemedicine Use Among Rural Medicare Beneficiaries, Wide Variation Across States
A Mehrotra, HA Huskamp, J Souza, L Uscher-Pines, S Rose, BE Landon, ...
Health Affairs 36 (5), 909-917, 2017
1352017
Super learning
EC Polley, S Rose, MJ Van der Laan
Targeted Learning: Springer, 43-66, 2011
1292011
How Is Telemedicine Being Used In Opioid And Other Substance Use Disorder Treatment?
HA Huskamp, AB Busch, J Souza, L Uscher-Pines, S Rose, A Wilcock, ...
Health Affairs 37 (12), 1940-1947, 2018
1072018
Ethical Machine Learning in Healthcare
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual Review of Biomedical Data Science, 2021
85*2021
Ensuring the comparability of comparison groups: is randomization enough?
VW Berger, S Rose
Controlled clinical trials 25 (5), 515-524, 2004
732004
Challenges in adapting existing clinical natural language processing systems to multiple, diverse health care settings
DS Carrell, RE Schoen, DA Leffler, M Morris, S Rose, A Baer, SD Crockett, ...
Journal of the American Medical Informatics Association, 2017
682017
A machine learning framework for plan payment risk adjustment
S Rose
Health services research 51 (6), 2358-2374, 2016
682016
Major depressive disorder subtypes to predict long‐term course
HM Van Loo, T Cai, MJ Gruber, J Li, P De Jonge, M Petukhova, S Rose, ...
Depression and anxiety 31 (9), 765-777, 2014
682014
Profiling Cys34 adducts of human serum albumin by fixed-step selected reaction monitoring
H Li, H Grigoryan, WE Funk, SS Lu, S Rose, ER Williams, SM Rappaport
Molecular & Cellular Proteomics 10 (3), M110. 004606, 2011
612011
Simple optimal weighting of cases and controls in case-control studies
S Rose, MJ van der Laan
The International Journal of Biostatistics 4 (1), 1-24, 2008
602008
Understanding the elevated suicide risk of female soldiers during deployments
AE Street, SE Gilman, AJ Rosellini, MB Stein, EJ Bromet, KL Cox, ...
Psychological medicine 45 (4), 717-726, 2015
592015
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