Marco Carone

Also affiliated with Fred Hutch Cancer Center, Cancer Research And Biostatistics

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 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 38 papers. Top paper: “Immune correlates analysis of the ENSEMBLE single Ad26.COV2.S dose vaccine efficacy clinical trial”.

Immune correlates analysis of the ENSEMBLE single Ad26.COV2.S dose vaccine efficacy clinical trial

Nature Microbiology(2022)10.1038/s41564-022-01262-1

N/A

2.6DataRank · unranked

93 citations

Adrian B. McDermott, David Benkeser, Sanne Roels, Daniel J Stieh, An Vandebosch +56 more

Comparing antibody assays as correlates of protection against COVID-19 in the COVE mRNA-1273 vaccine efficacy trial

Science Translational Medicine(2023)10.1126/scitranslmed.ade9078

N/A

1.3DataRank · unranked

48 citations

David C. Montefiori, Adrian B. McDermott, Youyi Fong, Holly Janes, Weiping Deng +43 more

Nonparametric variable importance assessment using machine learning techniques

Biometrics(2020)10.1111/biom.13392

N/A

0.706DataRank · unranked

110 citations

Peter B. Gilbert, Marco Carone, Noah Simon, Brian D. Williamson

A General Framework for Inference on Algorithm-Agnostic Variable Importance

Journal of the American Statistical Association(2021)10.1080/01621459.2021.2003200

N/A

0.648DataRank · unranked

74 citations

Peter B. Gilbert, Noah Simon, Marco Carone, Brian D. Williamson

Neutralizing antibody correlate of protection against severe-critical COVID-19 in the ENSEMBLE single-dose Ad26.COV2.S vaccine efficacy trial

Nature Communications(2024)10.1038/s41467-024-53727-y

N/A

0.644DataRank · unranked

21 citations

Ollivier Hyrien, Youyi Fong, David Benkeser, Sanne Roels, Daniel J Stieh +56 more

Inference for Treatment-Specific Survival Curves Using Machine Learning

Journal of the American Statistical Association(2023)10.1080/01621459.2023.2205060

N/A

0.477DataRank · unranked

23 citations

Alex Luedtke, Peter B. Gilbert, Marco Carone, Ted Westling

Four statistical frameworks for assessing an immune correlate of protection (surrogate endpoint) from a randomized, controlled, vaccine efficacy trial

Vaccine(2024)10.1016/j.vaccine.2024.02.071

N/A

0.457DataRank · unranked

20 citations

Youyi Fong, Nima S. Hejazi, Avi Kenny, Ying Huang, Marco Carone +3 more

Omicron COVID-19 immune correlates analysis of a third dose of mRNA-1273 in the COVE trial

Nature Communications(2024)10.1038/s41467-024-52348-9

N/A

0.428DataRank · unranked

9 citations

Youyi Fong, Jonathan Fintzi, Eric Chun‐Pu Chu, Holly Janes, Avi Kenny +37 more

Learning to learn from data: Using deep adversarial learning to construct optimal statistical procedures

Science Advances(2020)10.1126/sciadv.aaw2140

N/A

0.416DataRank · unranked

15 citations

Marco Carone, Noah Simon, Oleg Sofrygin, Alex Luedtke

Scrutinizing human resources for health availability and distribution in Mozambique between 2016 and 2020: a subnational descriptive longitudinal study

Human Resources for Health(2023)10.1186/s12960-023-00815-7

N/A

0.373DataRank · unranked

11 citations

Orvalho Augusto, Helena Machai, James Pfeiffer, Marco Carone, Norton Pinto +5 more

Effectiveness of mRNA COVID-19 Vaccines and Hybrid Immunity in Preventing SARS-CoV-2 Infection and Symptomatic COVID-19 Among Adults in the United States

The Journal of Infectious Diseases(2025)10.1093/infdis/jiaf007

N/A

0.360DataRank · unranked

10 citations

Jasmine Ruffin, Ryan E. Wiegand, Craig B. Borkowf, Jade James-Gist, Tara M Babu +24 more

Individualized treatment rules under stochastic treatment cost constraints

Journal of Causal Inference(2022)10.1515/jci-2022-0005

N/A

0.208DataRank · unranked

3 citations

Marco Carone, Alex Luedtke, Hongxiang Qiu

Adaptive debiased machine learning using data-driven model selection techniques

arXiv (Cornell University)(2023)10.48550/arxiv.2307.12544

N/A

0.208DataRank · unranked

3 citations

Marco Carone, Alex Luedtke, Mark van der Laan, Lars van der Laan

Immune correlates analysis of antibody responses against SARS-CoV-2 variants in the ENSEMBLE vaccine efficacy trial

iScience(2025)10.1016/j.isci.2025.113660

N/A

0.104DataRank · unranked

1 citations

Youyi Fong, Lars van der Laan, Fei Heng, Ying Huang, Yiwen Lu +61 more

Correcting an estimator of a multivariate monotone function with isotonic regression

Electronic Journal of Statistics(2020)10.1214/20-ejs1740

N/A

0.104DataRank · unranked

1 citations

Mark van der Laan, Marco Carone, Ted Westling

Correction

Journal of the American Statistical Association(2021)10.1080/01621459.2021.1969237

N/A

0DataRank · unranked

1 citations

Marco Carone, Ekaterina Sadikova, Maria Petukhova, Ronald C. Kessler, Alex Luedtke +1 more

Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.4514

N/A

0DataRank · unranked

30 citations

Stephen J. Mooney, Marco Carone, Benjamin M. Althouse, Catherine Liu, Laura Evans +5 more

Stochastic Interventional Vaccine Efficacy and Principal Surrogate Analyses of Antibody Markers as Correlates of Protection against Symptomatic COVID-19 in the COVE mRNA-1273 Trial

Viruses(2023)10.3390/v15102029

N/A

0DataRank · unranked

17 citations

Nima S. Hejazi, Bryan S. Blette, Lindsay N. Carpp, David Benkeser, David C. Montefiori +38 more

Assessing Durability of Vaccine Effect Following Blinded Crossover in COVID-19 Vaccine Efficacy Trials

medRxiv(2020)10.1101/2020.12.14.20248137

N/A

0DataRank · unranked

25 citations

Jonathan Fintzi, Michael P. Fay, Holly Janes, Lindsey R. Baden, Hana M. El Sahly +25 more

Causal isotonic calibration for heterogeneous treatment effects

arXiv (Cornell University)(2023)10.48550/arxiv.2302.14011

N/A

0DataRank · unranked

0 citations

Ernesto Ulloa‐Pérez, Marco Carone, Alex Luedtke, Lars van der Laan

A Deferred-Vaccination Design to Assess Durability of COVID-19 Vaccine Effect After the Placebo Group Is Vaccinated

UNC Libraries(2023)10.17615/wz35-3h79

N/A

0DataRank · unranked

0 citations

Michael P. Fay, Dean Follmann, Deborah Donnell, James G. Kublin, Myron S. Cohen +24 more

Traffic-related air pollution and dementia incidence in the Adult Changes in Thought Study

Environment International(2024)10.1016/j.envint.2024.108418

N/A

0DataRank · unranked

16 citations

Rachel M. Shaffer, Ge Li, Sara D. Adar, Marco Carone, Adam A. Szpiro +7 more

Rejoinder to “Nonparametric variable importance assessment using machine learning techniques”

Biometrics(2020)10.1111/biom.13389

N/A

0DataRank · unranked

2 citations

Peter B. Gilbert, Marco Carone, Noah Simon, Brian D. Williamson

Optimal Individualized Decision Rules Using Instrumental Variable Methods

Journal of the American Statistical Association(2020)10.1080/01621459.2020.1745814

N/A

0DataRank · unranked

37 citations

Marco Carone, Ekaterina Sadikova, Maria Petukhova, Ronald C. Kessler, Alex Luedtke +1 more

Clinical and Genomic Epidemiology of Coxsackievirus A21 and Enterovirus D68 in Homeless Shelters, King County, Washington, USA, 2019–2021

Emerging infectious diseases(2024)10.3201/eid3011.240687

N/A

0DataRank · unranked

1 citations

Amanda M. Casto, Nicholas Franko, Eric J. Chow, Peter D. Han, Luis Fernando Gamboa +18 more

Stabilized Inverse Probability Weighting via Isotonic Calibration

PubMed(2024)10.48550/arxiv.2411.06342

N/A

0DataRank · unranked

1 citations

Lin, Ziming, Marco Carone, Alex Luedtke, Lars van der Laan

Combining T-learning and DR-learning: a framework for oracle-efficient estimation of causal contrasts

arXiv (Cornell University)(2024)10.48550/arxiv.2402.01972

N/A

0DataRank · unranked

2 citations

Marco Carone, Alex Luedtke, Lars van der Laan

Can the potential benefit of individualizing treatment be assessed using trial summary statistics alone?

American Journal of Epidemiology(2024)10.1093/aje/kwae040

N/A

0DataRank · unranked

0 citations

Marco Carone, Ronald C. Kessler, Alex Luedtke, Nina Galanter

Omicron COVID-19 immune correlates analysis of a third dose of mRNA-1273 in the COVE trial

UNC Libraries(2024)10.17615/18qe-2h49

N/A

0DataRank · unranked

0 citations

Fichtenbaum C.J, Youyi Fong, Isabel Reeder, Gilbert P.B., Spyros A. Kalams +34 more

Doubly robust inference via calibration

arXiv (Cornell University)(2024)10.48550/arxiv.2411.02771

N/A

0DataRank · unranked

0 citations

Alex Luedtke, Marco Carone, Lars van der Laan

Epidemiology of Symptomatic Human Metapneumovirus Infection in the CASCADIA Community-Based Cohort — Oregon and Washington, 2022–2024

MMWR Morbidity and Mortality Weekly Report(2025)10.15585/mmwr.mm7411a2

N/A

0DataRank · unranked

11 citations

Helen Y. Chu, Janet A. Englund, Melissa Briggs Hagen, Marco Carone, Jennifer L. Kuntz +9 more

Immune Correlates and Vaccine Immunobridging: Statistical Innovations, Challenges, and Opportunities

The Journal of Infectious Diseases(2025)10.1093/infdis/jiaf451

N/A

0DataRank · unranked

0 citations

Charles J. Wolock, Antonio Olivas‐Martínez, Andrea Rotnitzky, Peter B. Gilbert, Marco Carone

A controlled effects approach to assessing immune correlates of protection

Biostatistics(2022)10.1093/biostatistics/kxac024

N/A

0DataRank · unranked

18 citations

Youyi Fong, Avi Kenny, Marco Carone, Peter B. Gilbert

Sequentially Doubly Robust Estimation of Conditional Survival Probability with Time-Varying Covariates

ArXiv.org(2025)10.48550/arxiv.2510.10372

N/A

0DataRank · unranked

0 citations

Marco Carone, Alex Luedtke, Peter B. Gilbert, Hongxiang Qiu

A controlled effects approach to assessing immune correlates of protection

Biostatistics(2022)10.1093/biostatistics/kxac24

N/A

0DataRank · unranked

10 citations

Youyi Fong, Avi Kenny, Marco Carone, Peter B. Gilbert

Deep Learning for Marginal Bayesian Posterior Inference with Recurrent Neural Networks

Statistica Sinica(2022)10.5705/ss.202020.0348

N/A

0DataRank · unranked

2 citations

Alex Luedtke, Marco Carone, Noah Simon, Thayer Fisher

Immune Correlates Analysis of a Single Ad26.COV2.S Dose in the ENSEMBLE COVID-19 Vaccine Efficacy Clinical Trial

medRxiv(2022)10.1101/2022.04.06.22272763

N/A

0DataRank · unranked

12 citations

Adrian B. McDermott, David Benkeser, Sanne Roels, Daniel J Stieh, An Vandebosch +56 more

Can the potential benefit of individualizing treatment be assessed using trial summary statistics alone?

arXiv (Cornell University)(2022)10.48550/arxiv.2211.00163

N/A

0DataRank · unranked

0 citations

Marco Carone, Ronald C. Kessler, Alex Luedtke, Nina Galanter