Michael R. Kosorok

University of North Carolina at Chapel Hill

Also affiliated with University of North Carolina Health Care, Department of Health

MathematicsMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 5%percentile

0.470Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Epigenome-wide methylation and progression to high-grade cervical intraepithelial neoplasia (CIN2+): a prospective cohort study in the United States

BMC Cancer(2023)10.1186/s12885-023-11518-6

Top 40%

0.470DataRank

Top 40%9 citations

Cathrine Hoyo, Nadja A. Vielot, Misa Graff, Michael R. Kosorok, Wendy R. Brewster +7 more

Papers

Driven by 61 papers — median percentile 60. Top paper: “The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study”.

The Impact of Racial and Ethnic Health Disparities in Diabetes Management on Clinical Outcomes: A Reinforcement Learning Analysis of Health Inequity Among Youth and Young Adults in the SEARCH for Diabetes in Youth Study

Diabetes Care(2021)10.2337/dc21-0496

N/A

1.3DataRank · unranked

32 citations

Teeranan Pokaprakarn, G. Rumay Alexander, Tessa Crume, Dana Dabelea, Jasmin Divers +10 more

PrecISE: Precision Medicine in Severe Asthma: An adaptive platform trial with biomarker ascertainment

Journal of Allergy and Clinical Immunology(2021)10.1016/j.jaci.2021.01.037

N/A

0.598DataRank · unranked

53 citations

Loren C. Denlinger, Leonard B. Bacharier, Lisa M. LaVange, Wendy C. Moore, Michael C. Peters +52 more

The Intestinal Microbiota and Short-Chain Fatty Acids in Association with Advanced Metrics of Glycemia and Adiposity Among Young Adults with Type 1 Diabetes and Overweight or Obesity

Current Developments in Nutrition(2022)10.1093/cdn/nzac107

N/A

0.545DataRank · unranked

11 citations

Jamie Crandell, Karen D. Corbin, Franklin R. Muntis, Dessi P. Zaharieva, Anna Casu +9 more

Epigenome-wide methylation and progression to high-grade cervical intraepithelial neoplasia (CIN2+): a prospective cohort study in the United States

BMC Cancer(2023)10.1186/s12885-023-11518-6

Top 40%

0.470DataRank

Top 40%9 citations

Cathrine Hoyo, Nadja A. Vielot, Misa Graff, Michael R. Kosorok, Wendy R. Brewster +7 more

Design of the Advancing Care for Type 1 Diabetes and Obesity Network energy metabolism and sequential multiple assignment randomized trial nutrition pilot studies: An integrated approach to develop weight management solutions for individuals with type 1 diabetes

Contemporary Clinical Trials(2022)10.1016/j.cct.2022.106765

N/A

0.400DataRank · unranked

9 citations

Daria Igudesman, Ananta Addala, Anna Casu, Jamie Crandell, Michael R. Kosorok +8 more

Characterizing the weight-glycemia phenotypes of type 1 diabetes in youth and young adulthood

BMJ Open Diabetes Research & Care(2020)10.1136/bmjdrc-2019-000886

N/A

0.360DataRank · unranked

10 citations

Crystal Nguyen, Xiaotong Jiang, Linda A Adair, Shivani Agarwal, Allison E. Aiello +13 more

The design and rationale of the Biomarkers for Evaluating Spine Treatments trial: a sequential multiple assignment randomized trial

Pain Medicine(2025)10.1093/pm/pnaf032

N/A

0.336DataRank · unranked

8 citations

Kelly S. Barth, Kevin M. Bell, Amber K Brooks, Andrea L. Chadwick, Cameron A. Gunn +62 more

Latent Supervised Learning

UNC Libraries(2020)10.17615/z9qb-ss17

N/A

0.165DataRank · unranked

2 citations

Susan Wei, Michael R. Kosorok

Determining optimal diet/exercise treatment assignment for patients with symptomatic knee osteoarthritis using baseline gait forces

Osteoarthritis and Cartilage Open(2025)10.1016/j.ocarto.2025.100691

N/A

0.104DataRank · unranked

1 citations

Liubov Arbeeva, Xiaotong Jiang, Yvonne M. Golightly, Stephen P. Messier, Richard F. Loeser +5 more

The Effects of State Psychiatric Hospital Waitlist Policies on Length of Stay and Time to Readmission

UNC Libraries(2020)10.17615/ha3j-0k22

N/A

0DataRank · unranked

0 citations

Kristen Hassmiller Lich, J Morrissey, Elizabeth M. La, Michael R. Kosorok, Alan R. Ellis +2 more

Robust Covariate-Adjusted Log-Rank Statistics and Corresponding Sample Size Formula for Recurrent Events Data

UNC Libraries(2020)10.17615/8fm6-e386

N/A

0DataRank · unranked

0 citations

Jianwen Cai, Rui Song, Michael R. Kosorok

Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks

IEEE Journal of Biomedical and Health Informatics(2021)10.1109/jbhi.2021.3098662

N/A

0DataRank · unranked

80 citations

Rebecca Rutherford Kitzmiller, J. Randall Moorman, Doug Lake, Ashok Krishnamurthy, Michael R. Kosorok +1 more

Precision Medicine Enables More TNM-Like Staging in Patients With Chronic Limb Threatening Ischemia

Frontiers in Cardiovascular Medicine(2021)10.3389/fcvm.2021.709904

N/A

0DataRank · unranked

7 citations

Nikki L. B. Freeman, William A. Marston, Alik Farber, Michael S. Conte, Michael R. Kosorok +2 more

Beyond Two Cultures: Cultural Infrastructure for Data-driven Decision Support

Observational Studies(2021)10.1353/obs.2021.0024

N/A

0DataRank · unranked

1 citations

John Sperger, Helal El-Zaatari, Anna R. Kahkoska, Minxin Lu, Michael Valancius +4 more

Deep learning to estimate gestational age from blind ultrasound sweeps of the gravid abdomen

medRxiv(2021)10.1101/2021.11.22.21265452

N/A

0DataRank · unranked

1 citations

Juan Carlos Prieto, Joan T. Price, Margaret P. Kasaro, Ntazana Sindano, Hina Shah +15 more

Associations of Dietary Intake with the Intestinal Microbiota and Short-Chain Fatty Acids Among Young Adults with Type 1 Diabetes and Overweight or Obesity

Journal of Nutrition(2022)10.1016/j.tjnut.2022.12.017

N/A

0DataRank · unranked

32 citations

Jamie Crandell, Karen D. Corbin, Julie Hooper, Joan Thomas, Cynthia M. Bulik +7 more

Predicting Risk of Multidrug-Resistant Enterobacterales Infections Among People With HIV

Open Forum Infectious Diseases(2022)10.1093/ofid/ofac487

N/A

0DataRank · unranked

24 citations

Sonia Napravnik, Michael R. Kosorok, Emily W. Gower, Alan C. Kinlaw, Allison E. Aiello +4 more

Efficient and Robust Approaches for Analysis of Sequential Multiple Assignment Randomized Trials: Illustration Using the ADAPT-R Trial

Biometrics(2022)10.1111/biom.13808

N/A

0DataRank · unranked

14 citations

Michael R. Kosorok, Elvin Geng, Joshua Schwab, Thomas Odeny, Maya Petersen +1 more

Multi-stage optimal dynamic treatment regimes for survival outcomes with dependent censoring

Biometrika(2022)10.1093/biomet/asac047

N/A

0DataRank · unranked

13 citations

Shannon T. Holloway, David Couper, Michael R. Kosorok, Hunyong Cho

Individualized interventions and precision health: Lessons learned from a systematic review and implications for analytics‐driven geriatric research

Journal of the American Geriatrics Society(2022)10.1111/jgs.18141

N/A

0DataRank · unranked

8 citations

Nikki L. B. Freeman, Emily P. Jones, Daniela Shirazi, Sydney E. Browder, Annie Page +7 more

Limiting adverse birth outcomes in resource-limited settings (LABOR): protocol of a prospective intrapartum cohort study

Gates Open Research(2022)10.12688/gatesopenres.13716.2

N/A

0DataRank · unranked

2 citations

Mrutyunjaya B. Bellad, AIMEE M. BENSON, Titus Beyuo, Manisha Bhandankar, Umesh Charanthimath +31 more

Focusing on optimality for the translation of precision medicine

Journal of Clinical and Translational Science(2022)10.1017/cts.2022.438

N/A

0DataRank · unranked

2 citations

Kristen Hassmiller Lich, Michael R. Kosorok, Anna R. Kahkoska

Limiting adverse birth outcomes in resource-limited settings (LABOR): protocol of a prospective intrapartum cohort study

Gates Open Research(2022)10.12688/gatesopenres.13716.1

N/A

0DataRank · unranked

1 citations

Mrutunjaya B. Bellad, AIMEE M. BENSON, Titus Beyuo, Manisha Bhandankar, Umesh Charanthimath +31 more

The Intestinal Microbiota and Short-Chain Fatty Acids in Association with Advanced Metrics of Glycemia and Adiposity Among Young Adults with Type 1 Diabetes and Overweight or Obesity

UNC Libraries(2022)10.17615/9ef8-fw24

N/A

0DataRank · unranked

0 citations

Joan Thomas, Richard E. Pratley, Brian W. Pence, Jamie Crandell, Franklin R. Muntis +9 more

Open-label study of the efficacy, safety, and durability of peanut sublingual immunotherapy in peanut-allergic children

Journal of Allergy and Clinical Immunology(2023)10.1016/j.jaci.2023.01.036

N/A

0DataRank · unranked

78 citations

Corinne Keet, Yamini V. Virkud, Stacy Chin, Ping Ye, Anusha Penumarti +8 more

Machine Learning and Health Science Research: Tutorial

Journal of Medical Internet Research(2023)10.2196/50890

N/A

0DataRank · unranked

32 citations

Jane She, Daniel de Marchi, Helal El-Zaatari, Edward L. Barnes, Anna R. Kahkoska +3 more

Iterative Causal Forest: A Novel Algorithm for Subgroup Identification

American Journal of Epidemiology(2023)10.1093/aje/kwad219

N/A

0DataRank · unranked

9 citations

Alexander P. Keil, Siyeon Kim, Richard Wyss, Phyo T. Htoo, Michele Jönsson Funk +4 more

Comparative Effect of Loop Diuretic Prescription on Mortality and Heart Failure Readmission

The American Journal of Cardiology(2023)10.1016/j.amjcard.2023.08.162

N/A

0DataRank · unranked

8 citations

Patricia P. Chang, Michele Jönsson Funk, Abhijit V. Kshirsagar, Jessie K. Edwards, Virginia Pate +3 more

Cell cycle plasticity underlies fractional resistance to palbociclib in ER+/HER2- breast tumor cells

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.05.22.541831

N/A

0DataRank · unranked

4 citations

Samuel C. Wolff, Jolene S. Ranek, Harris M. Davis, Ander Naugle, Austin A. Whitman +4 more

Cell cycle plasticity underlies fractional resistance to palbociclib in ER+/HER2− breast tumor cells

Proceedings of the National Academy of Sciences(2024)10.1073/pnas.2309261121

N/A

0DataRank · unranked

22 citations

Samuel C. Wolff, Jolene S. Ranek, Harris M. Davis, Ander Naugle, Namit Luthra +7 more

Functional Individualized Treatment Regimes with Imaging Features

arXiv (Cornell University)(2023)10.48550/arxiv.2304.13003

N/A

0DataRank · unranked

1 citations

Michael R. Kosorok, Xinyi Li

A Causal Inference Framework for Leveraging External Controls in Hybrid Trials

arXiv (Cornell University)(2023)10.48550/arxiv.2305.08969

N/A

0DataRank · unranked

1 citations

Herb Pang, Jiawen Zhu, Stephen R. Cole, Michele Jönsson Funk, Michael R. Kosorok +1 more

Goodness-of-fit test for nonparametric regression models: Smoothing spline ANOVA models as example

RePEc: Research Papers in Economics(2023)10.17615/0yx7-8483

N/A

0DataRank · unranked

0 citations

Stephanie M. Engel, Sebastian J. Teran Hidalgo, Ming-Che Wu, Michael R. Kosorok

The application of exponential random graph models to collaboration networks in biomedical and health sciences: a review

Network Modeling Analysis in Health Informatics and Bioinformatics(2024)10.1007/s13721-023-00439-w

N/A

0DataRank · unranked

7 citations

Helal El-Zaatari, Michael R. Kosorok, Andrea Carnegie, Gaurav Dave, Fei Yu

A causal inference framework for leveraging external controls in hybrid trials

Biometrics(2024)10.1093/biomtc/ujae095

N/A

0DataRank · unranked

4 citations

Herbert I. Hurwitz, Jiawen Zhu, Stephen R. Cole, Michele Jönsson Funk, Michael R. Kosorok +1 more

Individualized treatment rule characterization via a value function surrogate

Biometrics(2024)10.1093/biomtc/ujad012

N/A

0DataRank · unranked

1 citations

Sydney E. Browder, Katharine L. McGinigle, Michael R. Kosorok, Nikki L. B. Freeman

Epigenome-wide differential methylation and differential variability as predictors of high-grade cervical intraepithelial neoplasia (CIN2+)

American Journal of Epidemiology(2024)10.1093/aje/kwae254

N/A

0DataRank · unranked

2 citations

Cathrine Hoyo, Misa Graff, Nadja A. Vielot, Michael R. Kosorok, Wendy R. Brewster +7 more

Estimating Individualized Treatment Rules for Ordinal Treatments

UNC Libraries(2024)10.17615/abr7-fs62

N/A

0DataRank · unranked

0 citations

Xuanyao He, Jingxiang Chen, Michael R. Kosorok, Haoda Fu, Yufeng Liu

Sequence to Sequence ECG Cardiac Rhythm Classification Using Convolutional Recurrent Neural Networks

UNC Libraries(2024)10.17615/esj1-g558

N/A

0DataRank · unranked

0 citations

Doug Lake, Michael R. Kosorok, Ashok Krishnamurthy, Teeranan Pokaprakarn, Randall Moorman +1 more

Machine Learning and Health Science Research: Tutorial

UNC Libraries(2024)10.17615/sby7-8z63

N/A

0DataRank · unranked

0 citations

Hunyong Cho, Helal El-Zaatari, Jane She, Anna R. Kahkoska, Michael R. Kosorok +3 more

Cell cycle plasticity underlies fractional resistance to palbociclib in ER+/HER2− breast tumor cells

UNC Libraries(2024)10.17615/9t8e-1080

N/A

0DataRank · unranked

0 citations

Namit Luthra, Wayne Stallaert, Tarek M. Zikry, Jolene S. Ranek, Jeremy E. Purvis +7 more

Using a natural language processing toolkit to classify electronic health records by psychiatric diagnosis

UNC Libraries(2024)10.17615/dqft-ye34

N/A

0DataRank · unranked

0 citations

Tarek M. Zikry, C Ray Cheever, Rebekah P. Nash, Buck Bohac, Jasmine Staebler +4 more

A causal inference framework for leveraging external controls in hybrid trials

UNC Libraries(2024)10.17615/ddsb-pj60

N/A

0DataRank · unranked

0 citations

Herbert Pang, Stephen R. Cole, Jiawen Zhu, Michele Jönsson Funk, Michael R. Kosorok +1 more

Gene signatures derived from transcriptomic-causal networks stratify colorectal cancer patients for effective targeted therapy

Communications Medicine(2025)10.1038/s43856-024-00728-z

N/A

0DataRank · unranked

6 citations

Heinz‐Josef Lenz, Gianluigi Pillonetto, Raúl Méndez-Giráldez, Hanna K. Sanoff, Reza Hadi +17 more

Open-label study of the efficacy, safety, and durability of peanut sublingual immunotherapy in peanut-allergic children

UNC Libraries(2025)10.17615/4jzr-ve91

N/A

0DataRank · unranked

0 citations

Ping Ye, Yamini V. Virkud, Michael R. Kosorok, Xiaohong Yue, A. Wesley Burks +8 more

Constructing a T ‐Test for Value Function Comparison of Individualized Treatment Regimes in the Presence of Multiple Imputation for Missing Data

Statistics in Medicine(2025)10.1002/sim.70210

N/A

0DataRank · unranked

0 citations

Annie Green Howard, Penny Gordon-Larsen, Katie A. Meyer, Hsiao‐Chuan Tien, Shufa Du +4 more

Baseline characteristics of participants in the Biomarkers for Evaluating Spine Treatments clinical trial: a sequential multiple assignment randomized trial for chronic low back pain

Pain Medicine(2025)10.1093/pm/pnaf073

N/A

0DataRank · unranked

0 citations

Kelly S. Barth, Kevin M. Bell, Amber K Brooks, Andrea L. Chadwick, Annika Cleven +82 more

Linear Regression Using Principal Components from General Hilbert-Space-Valued Covariates

arXiv (Cornell University)(2025)10.48550/arxiv.2504.16780

N/A

0DataRank · unranked

0 citations

Margaret Hoch, Michael R. Kosorok, Xinyi Li

Confidence Regions for Multiple Outcomes, Effect Modifiers, and Other Multiple Comparisons

(2025)10.48550/arxiv.2510.07076

N/A

0DataRank · unranked

0 citations

Stephen R. Cole, Noah Greifer, Lina Montoya, Michael R. Kosorok, Jessie K. Edwards +1 more

Using precision medicine methods to identify disease stages for chronic limb-threatening ischemia in participants of the BEST-CLI trial

Journal of Vascular Surgery(2025)10.1016/j.jvs.2025.10.029

N/A

0DataRank · unranked

0 citations

Margaret Hoch, Nikki L. B. Freeman, Matthew T. Menard, Alik Farber, Jayer Chung +3 more

Gene signatures derived from transcriptomic-causal networks stratify colorectal cancer patients for effective targeted therapy

UNC Libraries(2025)10.17615/rbz3-7m15

N/A

0DataRank · unranked

0 citations

Scott Kopetz, Rashid, Naim U, Mark J. Ratain, Esmat Samiei, Federico Innocenti +18 more

Receiver operating characteristic curves and confidence bands for support vector machines

Biometrics(2020)10.1111/biom.13365

N/A

0DataRank · unranked

21 citations

Eric B. Laber, Samer S. El‐Kamary, Cheng Fan, Ravi Jhaveri, Charles M. Perou +3 more

Effects Among the Affected

Statistics in Medicine(2025)10.1002/sim.70353

N/A

0DataRank · unranked

0 citations

Elvin Geng, Michael Valancius, Michael R. Kosorok, Maya L. Petersen, Lina Montoya

Identifying Heterogeneous Effect Using Latent Supervised Clustering With Adaptive Fusion

Journal of Computational and Graphical Statistics(2020)10.1080/10618600.2020.1763808

N/A

0DataRank · unranked

18 citations

Quoc Tran-Dinh, Michael R. Kosorok, Yufeng Liu, Jingxiang Chen

New Statistical Learning Methods for Estimating Optimal Dynamic Treatment Regimes

UNC Libraries(2020)10.17615/r7y3-4e48

N/A

0DataRank · unranked

22 citations

Michael R. Kosorok, Ying‐Qi Zhao, Donglin Zeng, Eric B. Laber

Differential gene regulatory pattern in the human brain from schizophrenia using transcriptomic-causal network

BMC Bioinformatics(2020)10.1186/s12859-020-03753-6

N/A

0DataRank · unranked

26 citations

Raúl Méndez-Giráldez, Azam Yazdani, Michael R. Kosorok, Panos Roussos, Akram Yazdani

Recursively Imputed Survival Trees

UNC Libraries(2020)10.17615/8wzz-7s09

N/A

0DataRank · unranked

3 citations

Ruoqing Zhu, Michael R. Kosorok

Impact of gonadectomy on maturational changes in brain volume in adolescent macaques

Psychoneuroendocrinology(2020)10.1016/j.psyneuen.2020.105068

N/A

0DataRank · unranked

1 citations

Crystal Nguyen, Jeffrey T. Young, Anne Haunton, Michael R. Kosorok, John H. Gilmore +6 more

Data for cancer comparative effectiveness research: Past, present, and future potential

UNC Libraries(2020)10.17615/za70-zf80

N/A

0DataRank · unranked

3 citations

Amy P. Abernethy, Til Stürmer‎, Anne Meyer, William R. Carpenter, Michael R. Kosorok

Composite large margin classifiers with latent subclasses for heterogeneous biomedical data: Composite Large Margin Classifiers with Latent Subclasses

UNC Libraries(2020)10.17615/zawc-qs08

N/A

0DataRank · unranked

0 citations

Yufeng Liu, Dinggang Shen, Guanhua Chen, Michael R. Kosorok

A note on semiparametric efficient inference for two-stage outcome-dependent sampling with a continuous outcome

UNC Libraries(2020)10.17615/0whc-9w45

N/A

0DataRank · unranked

0 citations

Michael R. Kosorok, Haibo Zhou, Rui Song

Michael R. Kosorok

Indexed papers

Top data-sharing exemplar

Papers