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Carolyn M. Ervin
Researcher at University of Southern California
Publications - 7
Citations - 353
Carolyn M. Ervin is an academic researcher from University of Southern California. The author has contributed to research in topics: Randomized controlled trial & Nicotine. The author has an hindex of 4, co-authored 7 publications receiving 331 citations.
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Journal ArticleDOI
Effect of Highly Active Antiretroviral Therapy on Time to Acquired Immunodeficiency Syndrome or Death using Marginal Structural Models
Stephen R. Cole,Miguel A. Hernán,James M. Robins,Kathryn Anastos,Joan S. Chmiel,Roger Detels,Carolyn M. Ervin,Joseph G. Feldman,Ruth M. Greenblatt,Lawrence A. Kingsley,Shenghan Lai,Mary Young,Mardge H. Cohen,Alvaro Muñoz +13 more
TL;DR: To estimate the net effect of highly active antiretroviral therapy (HAART) on time to acquired immunodeficiency syndrome (AIDS) or death, the authors used inverse probability-of-treatment weighted estimation of a marginal structural model, which can appropriately adjust for time-varying confounders affected by prior treatment or exposure.
Journal ArticleDOI
The immediate and long-term effects of exercise and patient education on physical, functional, and quality-of-life outcome measures after single-level lumbar microdiscectomy: a randomized controlled trial protocol.
David M. Selkowitz,Kornelia Kulig,Elizabeth M. Poppert,Sean P. Flanagan,Ndidiamaka D Matthews,George J. Beneck,George J. Beneck,John M. Popovich,Jose R Lona,Kimiko A. Yamada,Wendy S. Burke,Carolyn M. Ervin,Christopher M. Powers +12 more
TL;DR: The rationale and design for a randomized controlled trial evaluating the effectiveness of a treatment regimen for people who have undergone a single-level lumbar microdiscectomy for the first time are presented.
Journal ArticleDOI
Biosignature Discovery for Substance Use Disorders Using Statistical Learning
TL;DR: It is posited that big data and machine learning approaches will considerably advance SUD biomarker discovery, however, translation to clinical practice, will require integrated scientific efforts.
Journal ArticleDOI
The Physical Therapy Clinical Research Network (PTClinResNet) : Methods, Efficacy, and Benefits of a Rehabilitation Research Network
Carolee J. Winstein,Patricia Pate,Tingting Ge,Carolyn M. Ervin,James W. Baurley,Katherine J. Sullivan,Samantha J. Underwood,Samantha J. Underwood,Eileen Fowler,Sara J. Mulroy,David Brown,Kornelia Kulig,James Gordon,Stanley P. Azen +13 more
TL;DR: The vision, methods, and implementation strategies used in building the infrastructure for PTClinResNet, a clinical research network designed to assess outcomes for health-related mobility associated with evidence-based physical therapy interventions, are described.
Posted ContentDOI
Multiethnic Prediction of Nicotine Biomarkers and Association with Nicotine Dependence
Andrew W. Bergen,Christopher S. McMahan,Stephen McGee,Carolyn M. Ervin,Hilary A. Tindle,Hilary A. Tindle,Loic Le Marchand,Sharon E. Murphy,Daniel O. Stram,Yesha Patel,Sungshim L. Park,James W. Baurley +11 more
TL;DR: In this paper, the authors developed robust models and multiethnic prediction of the urinary nicotine metabolite ratio and total nicotine equivalents using statistical and machine learning approaches, and evaluated external validity using behavioral outcomes in 1,864 treatment-seeking smokers in two ethnic groups.