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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
11552011
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
3882015
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
2982011
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
2782014
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
2702009
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
2442014
Targeted Maximum Likelihood Estimation for Causal Inference in Observational Studies
MS Schuler, S Rose
American Journal of Epidemiology, 2017
2152017
Targeted Learning in Data Science: Causal Inference for Complex Longitudinal Studies
M van der Laan, S Rose
Springer Series in Statistics [BOOK], 2018
183*2018
Mortality risk score prediction in an elderly population using machine learning
S Rose
American Journal of Epidemiology 177 (5), 443-452, 2013
1722013
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
1502017
Ethical Machine Learning in Healthcare
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual Review of Biomedical Data Science, 2021
148*2021
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
1312018
Super learning
EC Polley, S Rose, MJ Van der Laan
Targeted Learning: Springer, 43-66, 2011
1252011
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
802017
A machine learning framework for plan payment risk adjustment
S Rose
Health services research 51 (6), 2358-2374, 2016
742016
Ensuring the comparability of comparison groups: is randomization enough?
VW Berger, S Rose
Controlled clinical trials 25 (5), 515-524, 2004
742004
Machine Learning for Prediction in Electronic Health Data
S Rose
JAMA Network Open 1 (4), e181404-e181404, 2018
692018
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
Association Between Broadband Internet Availability and Telemedicine Use
AD Wilcock, S Rose, AB Busch, HA Huskamp, L Uscher-Pines, B Landon, ...
JAMA internal medicine 179 (11), 1580-1582, 2019
662019
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
632015
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