Diversity in the medical research ecosystem: a descriptive scientometric analysis of over 49 000 studies and 150 000 authors published in high-impact medical journals between 2007 and 2022.
Authors: Charpignon, Marie-Laure;Celi, Leo Anthony;et al.
BMJ Open. 2025 Jan 22;15(1):e086982. doi: 10.1136/bmjopen-2024-086982..
PubMed abstract
A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models.
Authors: Matos, João;Gallifant, Jack;Chowdhury, Anand;Economou-Zavlanos, Nicoleta;Charpignon, Marie-Laure;Gichoya, Judy;Celi, Leo Anthony;Nazer, Lama;King, Heather;Wong, An-Kwok Ian
Crit Care Clin. 2024 Oct;40(4):827-857. doi: 10.1016/j.ccc.2024.05.011..
PubMed abstract
What we should learn from pandemic publishing.
Authors: Sikdar, Satyaki;Venturini, Sara;Charpignon, Marie-Laure;Kumar, Sagar;Rinaldi, Francesco;Tudisco, Francesco;Fortunato, Santo;Majumder, Maimuna S
Nat Hum Behav. 2024 Sep;8(9):1631-1634. doi: 10.1038/s41562-024-01969-7..
PubMed abstract
Diversity and inclusion: A hidden additional benefit of Open Data.
Authors: Charpignon, Marie-Laure;Celi, Leo Anthony;Cobanaj, Marisa;Eber, Rene;Fiske, Amelia;Gallifant, Jack;Li, Chenyu;Lingamallu, Gurucharan;Petushkov, Anton;Pierce, Robin
PLOS Digit Health. 2024 Jul 23;3(7):e0000486. doi: 10.1371/journal.pdig.0000486. eCollection 2024 Jul.
PubMed abstract
Excess Fatal Overdoses in the United States During the COVID-19 Pandemic by Geography and Substance Type: March 2020-August 2021.
Authors: Chandra, Jay;Charpignon, Marie-Laure;Bhaskar, Anushka;Therriault, Andrew;Chen, Yea-Hung;Mooney, Alyssa;Dahleh, Munther A;Kiang, Mathew V;Dominici, Francesca
Am J Public Health. 2024 Jun;114(6):599-609. doi: 10.2105/AJPH.2024.307618..
PubMed abstract
BOLD: Blood-gas and Oximetry Linked Dataset.
Authors: Matos, João;Charpignon, Marie-Laure;Wong, An-Kwok Ian;et al.
Sci Data. 2024 May 24;11(1):535. doi: 10.1038/s41597-024-03225-z..
PubMed abstract
Association between social vulnerability and place of death during the first 2 years of COVID-19 in Massachusetts.
Authors: Charpignon, Marie-Laure;Onofrey, Shauna;Chen, Yea-Hung;Rewegan, Alex;Glymour, Medellena Maria;Klevens, R Monina;Majumder, Maimuna Shahnaz
Age Ageing. 2024 Feb 01;53(2):pii: afae018. doi: 10.1093/ageing/afae018..
PubMed abstract
Massachusetts companion program bolsters COVID-19 vaccine rates among seniors.
Authors: Charpignon, Marie-Laure;Gupta, Shagun;Shahnaz Majumder, Maimuna
Vaccine. 2024 Jan 25;42(3):415-417. doi: 10.1016/j.vaccine.2023.12.048. Epub 2024 Jan 4.
PubMed abstract
Generating new drug repurposing hypotheses using disease-specific hypergraphs.
Authors: Jain, Ayush;Charpignon, Marie-Laure;Chen, Irene Y;Philippakis, Anthony;Alaa, Ahmed
Pac Symp Biocomput. 2024;29:261-275..
PubMed abstract
Navigating the new normal: Examining coattendance in a hybrid work environment.
Authors: Charpignon, Marie-Laure;Yuan, Yuan;Zhang, Dehao;Amini, Fereshteh;Yang, Longqi;Jaffe, Sonia;Suri, Siddharth
Proc Natl Acad Sci U S A. 2023 Dec 19;120(51):e2310431120. doi: 10.1073/pnas.2310431120. Epub 2023 Dec 11.
PubMed abstract
causalCmprsk: An R package for nonparametric and Cox-based estimation of average treatment effects in competing risks data.
Authors: Vakulenko-Lagun, Bella;Magdamo, Colin;Charpignon, Marie-Laure;Zheng, Bang;Albers, Mark W;Das, Sudeshna
Comput Methods Programs Biomed. 2023 Dec;242:107819. doi: 10.1016/j.cmpb.2023.107819. Epub 2023 Sep 21.
PubMed abstract
Patient diversity and author representation in clinical studies supporting the Surviving Sepsis Campaign guidelines for management of sepsis and septic shock 2021: a systematic review of citations.
Authors: Nazer, Lama;Charpignon, Marie-Laure;Celi, Leo Anthony;et al.
BMC Infect Dis. 2023 Nov 01;23(1):751. doi: 10.1186/s12879-023-08745-4..
PubMed abstract
Critical Bias in Critical Care Devices.
Authors: Charpignon, Marie-Laure;Nazer, Lama;et al.
Crit Care Clin. 2023 Oct;39(4):795-813. doi: 10.1016/j.ccc.2023.02.005. Epub 2023 Mar 27.
PubMed abstract
Going beyond the means: Exploring the role of bias from digital determinants of health in technologies.
Authors: Charpignon, Marie-Laure;Ian Wong, An-Kwok;et al.
PLOS Digit Health. 2023 Oct 12;2(10):e0000244. doi: 10.1371/journal.pdig.0000244. eCollection 2023 Oct.
PubMed abstract
Excess Mortality With Alzheimer Disease and Related Dementias as an Underlying or Contributing Cause During the COVID-19 Pandemic in the US.
Authors: Chen, Ruijia;Charpignon, Marie-Laure;Glymour, M Maria;et al.
JAMA Neurol. 2023 Sep 01;80(9):919-928. doi: 10.1001/jamaneurol.2023.2226..
PubMed abstract
Counterpoint: Preprints and the Future of Scientific Publishing-In Favor of Relevance.
Authors: Glymour, M Maria;Charpignon, Marie-Laure;Chen, Yea-Hung;Kiang, Mathew V
Am J Epidemiol. 2023 Jul 07;192(7):1043-1046. doi: 10.1093/aje/kwad052..
PubMed abstract
COVID-19 Mortality by Race and Ethnicity in US Metropolitan and Nonmetropolitan Areas, March 2020 to February 2022.
Authors: Lundberg, Dielle J;Charpignon, Marie-Laure;Stokes, Andrew C;et al.
JAMA Netw Open. 2023 May 01;6(5):e2311098. doi: 10.1001/jamanetworkopen.2023.11098..
PubMed abstract
Impact of non-pharmaceutical interventions, weather, vaccination, and variants on COVID-19 transmission across departments in France.
Authors: Paireau, Juliette;Charpignon, Marie-Laure;Larrieu, Sophie;Calba, Clémentine;Hozé, Nathanaël;Boëlle, Pierre-Yves;Thiebaut, Rodolphe;Prague, Mélanie;Cauchemez, Simon
BMC Infect Dis. 2023 Mar 30;23(1):190. doi: 10.1186/s12879-023-08106-1..
PubMed abstract
Evolving Face Mask Guidance During a Pandemic and Potential Harm to Public Perception: Infodemiology Study of Sentiment and Emotion on Twitter.
Authors: Ramjee, Divya;Pollack, Catherine C;Charpignon, Marie-Laure;Gupta, Shagun;Rivera, Jessica Malaty;El Hayek, Ghinwa;Dunn, Adam G;Desai, Angel N;Majumder, Maimuna S
J Med Internet Res. 2023 Feb 27;25:e40706. doi: 10.2196/40706..
PubMed abstract
Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.
Authors: Charpignon, Marie-Laure;Albers, Mark W;et al.
Nat Commun. 2022 Dec 10;13(1):7652. doi: 10.1038/s41467-022-35157-w..
PubMed abstract
A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States.
Authors: Wong, An-Kwok Ian;Charpignon, Marie-Laure;Mireles-Cabodevila, Eduardo;et al.
Crit Care Explor. 2022 Nov 15;4(11):e0790. doi: 10.1097/CCE.0000000000000790. eCollection 2022 Nov.
PubMed abstract
Evaluating criminal justice reform during COVID-19: The need for a novel sentiment analysis package.
Authors: Ramjee, Divya;Smith, Louisa H;Doanvo, Anhvinh;Charpignon, Marie-Laure;McNulty-Nebel, Alyssa;Lett, Elle;Desai, Angel N;Majumder, Maimuna S
PLOS Digit Health. 2022 Jul 13;1(7):e0000063. doi: 10.1371/journal.pdig.0000063. eCollection 2022 Jul.
PubMed abstract
Evaluation of Suicides Among US Adolescents During the COVID-19 Pandemic.
Authors: Charpignon, Marie-Laure;Ontiveros, Johnattan;Sundaresan, Saahil;Puri, Anika;Chandra, Jay;Mandl, Kenneth D;Majumder, Maimuna Shahnaz
JAMA Pediatr. 2022 Jul 01;176(7):724-726. doi: 10.1001/jamapediatrics.2022.0515..
PubMed abstract
Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review.
Authors: Celi, Leo Anthony;Charpignon, Marie-Laure;for MIT Critical Data;et al.
PLOS Digit Health. 2022 Mar 31;1(3):e0000022. doi: 10.1371/journal.pdig.0000022. eCollection 2022 Mar.
PubMed abstract
Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality.
Authors: Wong, An-Kwok Ian;Charpignon, Marie;Celi, Leo Anthony;et al.
JAMA Netw Open. 2021 Nov 01;4(11):e2131674. doi: 10.1001/jamanetworkopen.2021.31674..
PubMed abstract
Village mentoring and hive learning: The MIT Critical Data experience.
Authors: Cosgriff, Christopher V;Charpignon, Marie;Moukheiber, Dana;Lough, Mary E;Gichoya, Judy;Stone, David J;Celi, Leo Anthony
iScience. 2021 Jun 10;24(6):102656. doi: 10.1016/j.isci.2021.102656. eCollection 2021 Jun 25.
PubMed abstract
Who does the model learn from?
Authors: Charpignon, Marie-Laure;Celi, Leo Anthony;Samuel, Mathew Cherian
Lancet Digit Health. 2021 May;3(5):e275-e276. doi: 10.1016/S2589-7500(21)00057-1. Epub 2021 Apr 12.
PubMed abstract
MIT COVID-19 Datathon: data without boundaries.
Authors: Luo, Eva M;Charpignon, Marie-Laure;Celi, Leo Anthony;et al.
BMJ Innov. 2021 Jan;7(1):231-234. doi: 10.1136/bmjinnov-2020-000492. Epub 2020 Aug 31.
PubMed abstract
Unsupervised learning for county-level typological classification for COVID-19 research.
Authors: Lai, Yuan;Charpignon, Marie-Laure;Ebner, Daniel K;Celi, Leo Anthony
Intell Based Med. 2020 Nov;1:100002. doi: 10.1016/j.ibmed.2020.100002. Epub 2020 Aug 30.
PubMed abstract
Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City.
Authors: Wilder, Bryan;Charpignon, Marie;Killian, Jackson A;Ou, Han-Ching;Mate, Aditya;Jabbari, Shahin;Perrault, Andrew;Desai, Angel N;Tambe, Milind;Majumder, Maimuna S
Proc Natl Acad Sci U S A. 2020 Oct 13;117(41):25904-25910. doi: 10.1073/pnas.2010651117. Epub 2020 Sep 24.
PubMed abstract