🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Marie‐Laure Charpignon

Boston Children's Hospital

ORCID: 0000-0002-5786-2627

Also affiliated with Kaiser Permanente, Inserm, University of Pittsburgh, Sorbonne Université, Massachusetts School Nurse Research Network, Institut Pierre Louis d‘Épidémiologie et de Santé Publique, Massachusetts Institute of Technology, University of California, Berkeley

MathematicsSocial SciencesComputer SciencePsychologyMedicine

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 6%percentile
0.324Author DataRank

Indexed papers

2in 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 2 indexed papers 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 →

Top data-sharing exemplar

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

BOLD: Blood-gas and Oximetry Linked Dataset

Scientific Data(2024)10.1038/s41597-024-03225-z
Top 53%
0.324DataRank
Top 53%6 citations

Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie‐Laure Charpignon, Xiaoli Liu +8 more

Papers

Driven by 20 papers — median percentile 24. Top paper: “Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia”.

Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia

Nature Communications(2022)10.1038/s41467-022-35157-w
N/A
1.7DataRank · unranked
50 citations

Bella Vakulenko‐Lagun, Bang Zheng, Colin Magdamo, Bowen Su, Kyle E. Evans +15 more

Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City

Proceedings of the National Academy of Sciences(2020)10.1073/pnas.2010651117
N/A
0.624DataRank · unranked
63 citations

Marie‐Laure Charpignon, Jackson A. Killian, Han-Ching Ou, Aditya Mate, Shahin Jabbari +5 more

Going beyond the means: Exploring the role of bias from digital determinants of health in technologies

PLOS Digital Health(2023)10.1371/journal.pdig.0000244
N/A
0.406DataRank · unranked
14 citations

Adrien Carrel, Yihang Jiang, Teddy Kwaga, Beatriz Cantada, Terry Hyslop +8 more

Drug repurposing of metformin for Alzheimer’s disease: Combining causal inference in medical records data and systems pharmacology for biomarker identification

medRxiv(2021)10.1101/2021.08.10.21261747
N/A
0.330DataRank · unranked
8 citations

Bella Vakulenko‐Lagun, Bang Zheng, Colin Magdamo, Bowen Su, Kyle E. Evans +15 more

BOLD: Blood-gas and Oximetry Linked Dataset

Scientific Data(2024)10.1038/s41597-024-03225-z
Top 53%
0.324DataRank
Top 53%6 citations

Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie‐Laure Charpignon, Xiaoli Liu +8 more

On the importance of communication, advocacy, and information accuracy in destigmatizing mpox disease

Scientific Reports(2025)10.1038/s41598-025-06864-3
N/A
0.208DataRank · unranked
3 citations

Marie‐Laure Charpignon, Ghinwa Y. El Hayek, Angel N. Desai, Maimuna S. Majumder, Erin Hulland

Evolving Face Mask Guidance During a Pandemic and Potential Harm to Public Perception: Infodemiology Study of Sentiment and Emotion on Twitter

Journal of Medical Internet Research(2023)10.2196/40706
N/A
0DataRank · unranked
10 citations

Catherine C. Pollack, Marie‐Laure Charpignon, Shagun Gupta, Jessica Malaty Rivera, Ghinwa Y. El Hayek +4 more

BOLD: Blood-gas and Oximetry Linked Dataset – Open Source Research

medRxiv(2023)10.1101/2023.10.03.23296485
Top 100%
0DataRank
Top 100%0 citations

Tristan Struja, Jack Gallifant, Luis Filipe Nakayama, Marie‐Laure Charpignon, Xiaoli Liu +8 more

A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models

Critical Care Clinics(2024)10.1016/j.ccc.2024.05.011
N/A
0DataRank · unranked
7 citations

Jack Gallifant, Anand Chowdhury, Nicoleta Economou-Zavlanos, Marie‐Laure Charpignon, Judy Wawira Gichoya +5 more

What we should learn from pandemic publishing

Nature Human Behaviour(2024)10.1038/s41562-024-01969-7
N/A
0DataRank · unranked
4 citations

Sara Venturini, Marie‐Laure Charpignon, Sagar Kumar, Francesco Rinaldi, Francesco Tudisco +3 more

Does diversity beget diversity? A scientometric analysis of over 150,000 studies and 49,000 authors published in high-impact medical journals between 2007 and 2022

medRxiv(2024)10.1101/2024.03.21.24304695
N/A
0DataRank · unranked
4 citations

João Matos, Luis Filipe Nakayama, Jack Gallifant, Pia Gabrielle I. Alfonso, Marisa Cobanaj +10 more

Massachusetts companion program bolsters COVID-19 vaccine rates among seniors

Vaccine(2024)10.1016/j.vaccine.2023.12.048
N/A
0DataRank · unranked
0 citations

Shagun Gupta, Maimuna S. Majumder, Marie‐Laure Charpignon

Association between social vulnerability and place of death during the first 2 years of COVID-19 in Massachusetts

Age and Ageing(2024)10.1093/ageing/afae018
N/A
0DataRank · unranked
0 citations

Shauna Onofrey, Yea‐Hung Chen, Alex Rewegan, Medellena Maria Glymour, R. Monina Klevens +2 more

Investigating Primary Care Indications to Improve Electronic Health Record in Dementia Target Trial Emulation

arXiv (Cornell University)(2025)10.48550/arxiv.2501.08886
N/A
0DataRank · unranked
0 citations

Colin Magdamo, Marie‐Laure Charpignon, Mark W. Albers, Max Sunog

LLM-Based Web Data Collection for Research Dataset Creation

(2025)10.18653/v1/2025.findings-emnlp.674
N/A
0DataRank · unranked
0 citations

Marie‐Laure Charpignon, Maimuna S. Majumder, Thomas Berkane

Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review

PLOS Digital Health(2022)10.1371/journal.pdig.0000022
N/A
0DataRank · unranked
494 citations

Jacqueline Cellini, Marie‐Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, René Eber +10 more

Evaluation of Suicides Among US Adolescents During the COVID-19 Pandemic

JAMA Pediatrics(2022)10.1001/jamapediatrics.2022.0515
N/A
0DataRank · unranked
77 citations

Johnattan Ontiveros, Saahil Sundaresan, Anika Puri, Jay Chandra, Kenneth D. Mandl +2 more

Evaluating criminal justice reform during COVID-19: The need for a novel sentiment analysis package

PLOS Digital Health(2022)10.1371/journal.pdig.0000063
N/A
0DataRank · unranked
0 citations

Louisa H. Smith, Anhvinh Doanvo, Marie‐Laure Charpignon, Alyssa McNulty, Elle Lett +3 more

COVID-19 Mortality by Race and Ethnicity in US Metropolitan and Nonmetropolitan Areas, March 2020 to February 2022

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.11098
N/A
0DataRank · unranked
88 citations

Elizabeth Wrigley‐Field, Ahyoung Cho, Rafeya Raquib, Elaine O. Nsoesie, Eugenio Paglino +11 more

causalCmprsk: An R package for nonparametric and Cox-based estimation of average treatment effects in competing risks data

Computer Methods and Programs in Biomedicine(2023)10.1016/j.cmpb.2023.107819
N/A
0DataRank · unranked
9 citations

Colin Magdamo, Marie‐Laure Charpignon, Bang Zheng, Mark W. Albers, Sudeshna Das +1 more