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A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States.
Wong AI, Kim H, Charpignon ML, Carvalho L, Monares-Zepeda E, Madushani RWMA, Adhikari L, Kindle RD, Kutner M, Celi LA, Lough ME, Mireles-Cabodevila E. Wong AI, et al. Among authors: charpignon ml. Crit Care Explor. 2022 Nov 15;4(11):e0790. doi: 10.1097/CCE.0000000000000790. eCollection 2022 Nov. Crit Care Explor. 2022. PMID: 36406886 Free PMC article.
MIT COVID-19 Datathon: data without boundaries.
Luo EM, Newman S, Amat M, Charpignon ML, Duralde ER, Jain S, Kaufman AR, Korolev I, Lai Y, Lam BD, Lipcsey M, Martinez A, Mechanic OJ, Mlabasati J, McCoy LG, Nguyen FT, Samuel M, Yang E, Celi LA. Luo EM, et al. Among authors: charpignon ml. BMJ Innov. 2021 Jan;7(1):231-234. doi: 10.1136/bmjinnov-2020-000492. Epub 2020 Aug 31. BMJ Innov. 2021. PMID: 33437494 Free PMC article. No abstract available.
Who does the model learn from?
Charpignon ML, Celi LA, Samuel MC. Charpignon ML, et al. Lancet Digit Health. 2021 May;3(5):e275-e276. doi: 10.1016/S2589-7500(21)00057-1. Epub 2021 Apr 12. Lancet Digit Health. 2021. PMID: 33858816 Free PMC article. No abstract available.
Sources of bias in artificial intelligence that perpetuate healthcare disparities-A global review.
Celi LA, Cellini J, Charpignon ML, Dee EC, Dernoncourt F, Eber R, Mitchell WG, Moukheiber L, Schirmer J, Situ J, Paguio J, Park J, Wawira JG, Yao S; for MIT Critical Data. Celi LA, et al. Among authors: charpignon ml. PLOS Digit Health. 2022 Mar 31;1(3):e0000022. doi: 10.1371/journal.pdig.0000022. eCollection 2022 Mar. PLOS Digit Health. 2022. PMID: 36812532 Free PMC article.
Critical Bias in Critical Care Devices.
Charpignon ML, Byers J, Cabral S, Celi LA, Fernandes C, Gallifant J, Lough ME, Mlombwa D, Moukheiber L, Ong BA, Panitchote A, William W, Wong AI, Nazer L. Charpignon ML, et al. Crit Care Clin. 2023 Oct;39(4):795-813. doi: 10.1016/j.ccc.2023.02.005. Epub 2023 Mar 27. Crit Care Clin. 2023. PMID: 37704341 Review.
Excess Mortality With Alzheimer Disease and Related Dementias as an Underlying or Contributing Cause During the COVID-19 Pandemic in the US.
Chen R, Charpignon ML, Raquib RV, Wang J, Meza E, Aschmann HE, DeVost MA, Mooney A, Bibbins-Domingo K, Riley AR, Kiang MV, Chen YH, Stokes AC, Glymour MM. Chen R, et al. Among authors: charpignon ml. JAMA Neurol. 2023 Sep 1;80(9):919-928. doi: 10.1001/jamaneurol.2023.2226. JAMA Neurol. 2023. PMID: 37459088 Free PMC article.
Causal inference in medical records and complementary systems pharmacology for metformin drug repurposing towards dementia.
Charpignon ML, Vakulenko-Lagun B, Zheng B, Magdamo C, Su B, Evans K, Rodriguez S, Sokolov A, Boswell S, Sheu YH, Somai M, Middleton L, Hyman BT, Betensky RA, Finkelstein SN, Welsch RE, Tzoulaki I, Blacker D, Das S, Albers MW. Charpignon ML, et al. Nat Commun. 2022 Dec 10;13(1):7652. doi: 10.1038/s41467-022-35157-w. Nat Commun. 2022. PMID: 36496454 Free PMC article.
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