Michael R Kosorok
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Explore the profile of Michael R Kosorok including associated specialties, affiliations and a list of published articles.
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Recent Articles
1.
Bazzano A, Mantsios A, Mattei N, Kosorok M, Culotta A
J Med Internet Res
. 2025 Jan;
27:e68198.
PMID: 39841529
There is a critical need for community engagement in the process of adopting artificial intelligence (AI) technologies in public health. Public health practitioners and researchers have historically innovated in areas...
2.
El-Zaatari H, Yu F, Kosorok M
PLoS One
. 2024 Dec;
19(12):e0314557.
PMID: 39689091
This study introduces a novel methodology for endogenous variable selection in Exponential Random Graph Models (ERGMs) to enhance the analysis of social networks across various scientific disciplines. Addressing critical challenges...
3.
Valancius M, Pang H, Zhu J, Cole S, Funk M, Kosorok M
Biometrics
. 2024 Nov;
80(4).
PMID: 39514601
We consider the challenges associated with causal inference in settings where data from a randomized trial are augmented with control data from an external source to improve efficiency in estimating...
4.
Hutto A, Zikry T, Bohac B, Rose T, Staebler J, Slay J, et al.
Health Informatics J
. 2024 Oct;
30(4):14604582241296411.
PMID: 39466373
We analyzed a natural language processing (NLP) toolkit's ability to classify unstructured EHR data by psychiatric diagnosis. Expertise can be a barrier to using NLP. We employed an NLP toolkit...
5.
Muhlebach M, She J, Zhang E, Cogen J, Kosorok M
J Cyst Fibros
. 2024 Oct;
24(1):98-104.
PMID: 39389810
Rationale: CF care guidelines recommend chronic inhaled antibiotics for chronic Pseudomonas aeruginosa (Pa) lung infection. These medications are costly, time consuming and prescription needs may change with improved outcomes. Objectives:...
6.
Wang T, Pate V, Wyss R, Buse J, Kosorok M, Sturmer T
Am J Epidemiol
. 2024 Sep;
PMID: 39245674
We recently developed a machine-learning subgrouping algorithm, iterative causal forest (iCF), to identify subgroups with heterogeneous treatment effects (HTEs) using predefined covariates. However, such predefined covariates may miss or poorly...
7.
Bukowski A, Hoyo C, Graff M, Vielot N, Kosorok M, Brewster W, et al.
Am J Epidemiol
. 2024 Aug;
PMID: 39117569
CpG site methylation patterns have potential to improve differentiation of high-grade screening-detected cervical abnormalities. We assessed CpG differential methylation (DM) and differential variability (DV) in high-grade (CIN2+) vs. low-grade (≤CIN1)...
8.
Stringer J, Pokaprakarn T, Prieto J, Vwalika B, Chari S, Sindano N, et al.
JAMA
. 2024 Aug;
332(8):649-657.
PMID: 39088200
Importance: Accurate assessment of gestational age (GA) is essential to good pregnancy care but often requires ultrasonography, which may not be available in low-resource settings. This study developed a deep...
9.
Wang T, Keil A, Buse J, Keet C, Kim S, Wyss R, et al.
Ann Am Thorac Soc
. 2024 Jul;
21(11):1496-1506.
PMID: 39012183
Although recent evidence suggested that glucagon-like peptide 1 receptor agonists (GLP1RAs) might reduce the risk of asthma exacerbations, it remains unclear which subpopulations might derive the most benefit from GLP1RA...
10.
Sperger J, Kosorok M, Linnan L, Kneipp S
Prev Sci
. 2024 May;
25(Suppl 3):371-383.
PMID: 38748315
Multilevel interventions (MLIs) hold promise for reducing health inequities by intervening at multiple types of social determinants of health consistent with the socioecological model of health. In spite of their...