Who does the model learn from?

por Charpignon, Marie-Laure, Celi, Leo Anthony, Samuel, Mathew Cherian
Publicado 2021

Unsupervised learning for county-level typological classification for COVID-19 research

por Lai, Yuan, Charpignon, Marie-Laure, Ebner, Daniel K., Celi, Leo Anthony
Publicado 2020

Village mentoring and hive learning: The MIT Critical Data experience

por Cosgriff, Christopher V., Charpignon, Marie, Moukheiber, Dana, Lough, Mary E., Gichoya, Judy, Stone, David J., Celi, Leo Anthony
Publicado 2021

Impact of non-pharmaceutical interventions, weather, vaccination, and variants on COVID-19 transmission across departments in France

por Paireau, Juliette, Charpignon, Marie-Laure, Larrieu, Sophie, Calba, Clémentine, Hozé, Nathanaël, Boëlle, Pierre-Yves, Thiebaut, Rodolphe, Prague, Mélanie, Cauchemez, Simon
Publicado 2023

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

por Ramjee, Divya, Smith, Louisa H., Doanvo, Anhvinh, Charpignon, Marie-Laure, McNulty-Nebel, Alyssa, Lett, Elle, Desai, Angel N., Majumder, Maimuna S.
Publicado 2022

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

por Wilder, Bryan, Charpignon, Marie, Killian, Jackson A., Ou, Han-Ching, Mate, Aditya, Jabbari, Shahin, Perrault, Andrew, Desai, Angel N., Tambe, Milind, Majumder, Maimuna S.
Publicado 2020

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

por 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
Publicado 2023

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

por Charpignon, Marie-Laure, Carrel, Adrien, Jiang, Yihang, Kwaga, Teddy, Cantada, Beatriz, Hyslop, Terry, Cox, Christopher E., Haines, Krista, Koomson, Valencia, Dumas, Guillaume, Morley, Michael, Dunn, Jessilyn, Ian Wong, An-Kwok
Publicado 2023

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

por Celi, Leo Anthony, Cellini, Jacqueline, Charpignon, Marie-Laure, Dee, Edward Christopher, Dernoncourt, Franck, Eber, Rene, Mitchell, William Greig, Moukheiber, Lama, Schirmer, Julian, Situ, Julia, Paguio, Joseph, Park, Joel, Wawira, Judy Gichoya, Yao, Seth
Publicado 2022

A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States

por Wong, An-Kwok Ian, Kim, Han, Charpignon, Marie-Laure, Carvalho, Leandro, Monares-Zepeda, Enrique, Madushani, R. W. M. A., Adhikari, Lasith, Kindle, Ryan D., Kutner, Michael, Celi, Leo Anthony, Lough, Mary E., Mireles-Cabodevila, Eduardo
Publicado 2022

Excess Mortality With Alzheimer Disease and Related Dementias as an Underlying or Contributing Cause During the COVID-19 Pandemic in the US

por Chen, Ruijia, Charpignon, Marie-Laure, Raquib, Rafeya V., Wang, Jingxuan, Meza, Erika, Aschmann, Hélène E., DeVost, Michelle A., Mooney, Alyssa, Bibbins-Domingo, Kirsten, Riley, Alicia R., Kiang, Mathew V., Chen, Yea-Hung, Stokes, Andrew C., Glymour, M. Maria
Publicado 2023

Patient diversity and author representation in clinical studies supporting the Surviving Sepsis Campaign guidelines for management of sepsis and septic shock 2021: a systematic rev...

por Nazer, Lama, Abusara, Aseel, Aloran, Batoul, Szakmany, Tamas, Nabulsi, Hamza, Petushkov, Anton, Charpignon, Marie-Laure, Ahmed, Taghreed, Cobanaj, Marisa, Elaibaid, Mohammad, Lee, Christian, Li, Chenyu, Mlombwa, Donald, Moukheiber, Sulaiman, Panitchote, Anupol, Parke, Rachael, Shapiro, Skyler, Link Woite, Naira, Celi, Leo Anthony
Publicado 2023

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

por Lundberg, Dielle J., Wrigley-Field, Elizabeth, Cho, Ahyoung, Raquib, Rafeya, Nsoesie, Elaine O., Paglino, Eugenio, Chen, Ruijia, Kiang, Mathew V., Riley, Alicia R., Chen, Yea-Hung, Charpignon, Marie-Laure, Hempstead, Katherine, Preston, Samuel H., Elo, Irma T., Glymour, M. Maria, Stokes, Andrew C.
Publicado 2023

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

por Charpignon, Marie-Laure, Vakulenko-Lagun, Bella, Zheng, Bang, Magdamo, Colin, Su, Bowen, Evans, Kyle, Rodriguez, Steve, Sokolov, Artem, Boswell, Sarah, Sheu, Yi-Han, Somai, Melek, Middleton, Lefkos, Hyman, Bradley T., Betensky, Rebecca A., Finkelstein, Stan N., Welsch, Roy E., Tzoulaki, Ioanna, Blacker, Deborah, Das, Sudeshna, Albers, Mark W.
Publicado 2022

Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality

por Wong, An-Kwok Ian, Charpignon, Marie, Kim, Han, Josef, Christopher, de Hond, Anne A. H., Fojas, Jhalique Jane, Tabaie, Azade, Liu, Xiaoli, Mireles-Cabodevila, Eduardo, Carvalho, Leandro, Kamaleswaran, Rishikesan, Madushani, R. W. M. A., Adhikari, Lasith, Holder, Andre L., Steyerberg, Ewout W., Buchman, Timothy G., Lough, Mary E., Celi, Leo Anthony
Publicado 2021