Marco Carone

3.7k total citations
81 papers, 2.0k citations indexed

About

Marco Carone is a scholar working on Statistics and Probability, Artificial Intelligence and Epidemiology. According to data from OpenAlex, Marco Carone has authored 81 papers receiving a total of 2.0k indexed citations (citations by other indexed papers that have themselves been cited), including 26 papers in Statistics and Probability, 11 papers in Artificial Intelligence and 10 papers in Epidemiology. Recurrent topics in Marco Carone's work include Statistical Methods and Inference (20 papers), Advanced Causal Inference Techniques (13 papers) and Statistical Methods and Bayesian Inference (11 papers). Marco Carone is often cited by papers focused on Statistical Methods and Inference (20 papers), Advanced Causal Inference Techniques (13 papers) and Statistical Methods and Bayesian Inference (11 papers). Marco Carone collaborates with scholars based in United States, Canada and Netherlands. Marco Carone's co-authors include Farrah J. Mateen, Mark J. van der Laan, Romain Pirracchio, Peter B. Gilbert, David M. Yousem, Sylvie Chevret, Maya Petersen, Matthieu Resche‐Rigon, David Benkeser and Anand V. Sahai and has published in prestigious journals such as JAMA, Journal of Clinical Oncology and SHILAP Revista de lepidopterología.

In The Last Decade

Marco Carone

77 papers receiving 1.9k citations

Peers

Marco Carone
Comparison fields: 5 of 167
  • Epidemiology 319
  • Statistics and Probability 268
  • Surgery 249
  • Oncology 226
  • Radiology, Nuclear Medicine and Imaging 209
Carmén Cadarso-Suárez Spain
Maria Blettner Germany
Meng Sha China
Jessica Barrett United Kingdom
Bo Zhang United States
Ruwanthi Kolamunnage‐Dona United Kingdom
Priya Ranganathan India
Karel G. M. Moons Netherlands
Menelaos Pavlou United Kingdom
Danielle Burke United Kingdom
Carmén Cadarso-Suárez Spain View profile →
Citations per field, relative to Marco Carone
Marco Carone · 1×
Citations per year, relative to Marco Carone
Marco Carone · 1×

Countries citing papers authored by Marco Carone

Since Specialization
Citations

This map shows the geographic impact of Marco Carone's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marco Carone with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marco Carone more than expected).

Fields of papers citing papers by Marco Carone

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marco Carone. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marco Carone. The network helps show where Marco Carone may publish in the future.

Co-authorship network of co-authors of Marco Carone

This figure shows the co-authorship network connecting the top 25 collaborators of Marco Carone. A scholar is included among the top collaborators of Marco Carone based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marco Carone. Marco Carone is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Title Journal Authors Indexed citations
1 Reinforcement Learning for Finding Optimal Dynamic Treatment Regimes Using Observational Data JAMA Marco Carone, Andrea Rotnitzky 0
2 Traffic-related air pollution and dementia incidence in the Adult Changes in Thought Study Environment International Magali N. Blanco, Rachel M. Shaffer et al. 6
3 Four statistical frameworks for assessing an immune correlate of protection (surrogate endpoint) from a randomized, controlled, vaccine efficacy trial Vaccine Peter B. Gilbert, Youyi Fong et al. 5
4 Burden of long COVID among adults experiencing sheltered homelessness: a longitudinal cohort study in King County, WA between September 2020—April 2022 BMC Public Health Sarah N. Cox, Emily Scott et al. 3
5 Deep Learning for Marginal Bayesian Posterior Inference with Recurrent Neural Networks Statistica Sinica Alex Luedtke, Marco Carone et al. 2
6 Nonparametric variable importance assessment using machine learning techniques Biometrics Brian D. Williamson, Peter B. Gilbert et al. 54
7 Prediction of VRC01 neutralization sensitivity by HIV-1 gp160 sequence features PLoS Computational Biology Craig A. Magaret, David Benkeser et al. 27
8 Comment: Models as (Deliberate) Approximations Statistical Science David J. Whitney, Ali Shojaie et al. 7
9 Nonparametric variable importance using an augmented neural network with multi-task learning International Conference on Machine Learning Jean Feng, Brian D. Williamson et al. 2
10 Impact of poorly controlled epilepsy in the Republic of Guinea Seizure Minyoung Jang, Marco Carone et al. 17
11 Areca catechu (palm tree) nut chewing and seizures: An observational study Epilepsy & Behavior Farrah J. Mateen, Marco Carone et al. 7
12 Comparing Preliminary and Final Neuroradiology Reports: What Factors Determine the Differences? American Journal of Neuroradiology Marco Carone, Paul Nagy et al. 2
13 Second-Order Inference for the Mean of a Variable Missing at Random The International Journal of Biostatistics Iván Díaz, Marco Carone et al. 5
14 Mortality prediction in intensive care units with the Super ICU Learner Algorithm (SICULA): a population-based study The Lancet Respiratory Medicine Romain Pirracchio, Maya Petersen et al. 251
15 Estimating the Lifetime Risk of Dementia in the Canadian Elderly Population Using Cross-Sectional Cohort Survival Data Journal of the American Statistical Association Marco Carone, Masoud Asgharian et al. 26
16 Imaging Characteristics of Oligodendrogliomas That Predict Grade American Journal of Neuroradiology Marco Carone, Netsiri Dumrongpisutikul et al. 51
17 Increased Birth Weight Associated with Regular Pre-Pregnancy Deworming and Weekly Iron-Folic Acid Supplementation for Vietnamese Women PLoS neglected tropical diseases Gerard J. Casey, Beverley‐Ann Biggs et al. 33
18 Progressive multifocal leukoencephalopathy in transplant recipients Annals of Neurology Farrah J. Mateen, Rajanandini Muralidharan et al. 118
19 Sacroiliac joint vacuum phenomenon—underreported finding Clinical Imaging Marco Carone, David M. Yousem et al. 16
20 Contribution of Company Affiliation and Social Contacts to Risk Estimates of Between-Farm Transmission of Avian Influenza PLoS ONE Jessica H. Leibler, Marco Carone et al. 22

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Carmén Cadarso-Suárez Breakdown of academic impact, for papers by Maria Blettner Breakdown of academic impact, for papers by Meng Sha Breakdown of academic impact, for papers by Jessica Barrett Breakdown of academic impact, for papers by Bo Zhang Breakdown of academic impact, for papers by Ruwanthi Kolamunnage‐Dona Breakdown of academic impact, for papers by Priya Ranganathan Breakdown of academic impact, for papers by Karel G. M. Moons Breakdown of academic impact, for papers by Menelaos Pavlou Breakdown of academic impact, for papers by Danielle Burke
Rankless by CCL
2026