M
Michael R. Kosorok
Researcher at University of North Carolina at Chapel Hill
Publications - 294
Citations - 13215
Michael R. Kosorok is an academic researcher from University of North Carolina at Chapel Hill. The author has contributed to research in topics: Estimator & Medicine. The author has an hindex of 53, co-authored 254 publications receiving 11576 citations. Previous affiliations of Michael R. Kosorok include University of Texas Health Science Center at Houston & North Carolina State University.
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BookDOI
Introduction to empirical processes and semiparametric inference
TL;DR: Semi-parametric Inference as mentioned in this paper is a well-known technique in empirical process analysis, and it has been used in many applications, e.g., for finite-dimensional and infinite-dimensional parameters.
Journal ArticleDOI
Early Diagnosis of Cystic Fibrosis Through Neonatal Screening Prevents Severe Malnutrition and Improves Long-Term Growth
Philip M. Farrell,Michael R. Kosorok,Michael J. Rock,Anita Laxova,Lan Zeng,HuiChuan J. Lai,Gary Hoffman,Ronald H. Laessig,Mark Splaingard +8 more
TL;DR: The Wisconsin CF Neonatal Screening Project as discussed by the authors was designed as a randomized clinical trial to assess the benefits and risks of early diagnosis through screening, and the validity of the randomization method assessed by comparing 16 demographic variables.
Journal ArticleDOI
Estimating Individualized Treatment Rules Using Outcome Weighted Learning
TL;DR: This article shows that estimating an optimal ITR that is a deterministic function of patient-specific characteristics maximizing expected clinical outcome is equivalent to a classification problem where each subject is weighted proportional to his or her clinical outcome and proposes an outcome weighted learning approach based on the support vector machine framework.
Journal ArticleDOI
Reproductive Management of Lactating Dairy Cows Using Synchronization of Ovulation
TL;DR: A timed artificial insemination protocol that synchronized the time of ovulation using GnRH and PGF2 alpha allowed effective management of AI in lactating dairy cows without the need for estrus detection.
Journal ArticleDOI
Longitudinal development of mucoid Pseudomonas aeruginosa infection and lung disease progression in children with cystic fibrosis.
Zhanhai Li,Michael R. Kosorok,Philip M. Farrell,Anita Laxova,Susan E. H. West,Christopher G. Green,Jannette Collins,Michael J. Rock,Mark Splaingard +8 more
TL;DR: Antibody titers increased with both transitions, but the deterioration in cough scores, chest radiograph scores, and pulmonary function correlated best with transition from nonmucoid to mucoid P aeruginosa.