Finding the signal in the noise: Could social media be utilized for early hospital notification of multiple casualty events? by Rachael A Callcut, Sara Moore, Glenn Wakam, Alan E Hubbard, Mitchell J Cohen

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Development of a Machine Learning Model of Postoperative Acute Kidney Injury Using Non-Invasive Time-Sensitive Intraoperative Predictors by Siavash Zamirpour, Alan E. Hubbard, Jean Feng, Atul J. Butte, Romain Pirracchio, Andrew Bishara

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Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare by Jean Feng, Rachael V. Phillips, Ivana Malenica, Andrew Bishara, Alan E. Hubbard, Leo A. Celi, Romain Pirracchio

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Development and validation of prediction models for gestational diabetes treatment modality using supervised machine learning: a population-based cohort study by Lauren D. Liao, Assiamira Ferrara, Mara B. Greenberg, Amanda L. Ngo, Juanran Feng, Zhenhua Zhang, Patrick T. Bradshaw, Alan E. Hubbard, Yeyi Zhu

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A comparison of COVID-19 outbreaks across US Combined Statistical Areas using new methods for estimating R0 and social distancing behaviour by Ludovica Luisa Vissat, Nir Horvitz, Rachael V. Phillips, Zhongqi Miao, Whitney Mgbara, Yue You, Richard Salter, Alan E. Hubbard, Wayne M. Getz

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Estimating the effect of realistic improvements of metformin adherence on COVID-19 mortality using targeted machine learning by Sky Qiu, Alan E. Hubbard, Juan Pablo Gutiérrez, Ganesh Pimpale, Arturo Juárez-Flores, Rakesh Ghosh, Iván de Jesús Ascencio-Montiel, Stefano M. Bertozzi

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Epigenome-wide association studies of occupational exposure to benzene and formaldehyde by Rachael V. Phillips, Linqing Wei, Andres Cardenas, Alan E. Hubbard, Cliona M. McHale, Roel Vermeulen, Hu Wei, Martyn T. Smith, Luoping Zhang, Qing Lan, Nathaniel Rothman

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Who is most at risk of dying if infected with SARS-CoV-2? A mortality risk factor analysis using machine learning of patients with COVID-19 over time: a large population-based coho... by Juan Pablo Gutierrez, Alan E Hubbard, Stefano M Bertozzi, Lauren D Liao, Arturo Juárez-Flores, Kendall Kikkawa, Ronit Gupta, Yana Yarmolich, Iván de Jesús Ascencio-Montiel

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Characterization of changes in gene expression and biochemical pathways at low levels of benzene exposure. by Reuben Thomas, Alan E Hubbard, Cliona M McHale, Luoping Zhang, Stephen M Rappaport, Qing Lan, Nathaniel Rothman, Roel Vermeulen, Kathryn Z Guyton, Jennifer Jinot, Babasaheb R Sonawane, Martyn T Smith

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Evaluation of an on-site sanitation intervention against childhood diarrhea and acute respiratory infection 1 to 3.5 years after implementation: Extended follow-up of a cluster-ran... by Jesse D Contreras, Mahfuza Islam, Andrew Mertens, Amy J Pickering, Benjamin F Arnold, Jade Benjamin-Chung, Alan E Hubbard, Mahbubur Rahman, Leanne Unicomb, Stephen P Luby, John M Colford, Ayse Ercumen

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Improved Child Feces Management Mediates Reductions in Childhood Diarrhea from an On-Site Sanitation Intervention: Causal Mediation Analysis of a Cluster-Randomized Trial in Rural... by Jesse D. Contreras, Mahfuza Islam, Andrew Mertens, Amy J. Pickering, Benjamin F. Arnold, Jade Benjamin-Chung, Alan E. Hubbard, Mahbubur Rahman, Leanne Unicomb, Stephen P. Luby, John M. Colford, Ayse Ercumen

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Effects of water, sanitation, handwashing and nutritional interventions on soil-transmitted helminth infections in young children: A cluster-randomized controlled trial in rural Ba... by Ayse Ercumen, Jade Benjamin-Chung, Benjamin F Arnold, Audrie Lin, Alan E Hubbard, Christine Stewart, Zahidur Rahman, Sarker Masud Parvez, Leanne Unicomb, Mahbubur Rahman, Rashidul Haque, John M Colford, Stephen P Luby

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Predicting Long COVID in the National COVID Cohort Collaborative Using Super Learner: Cohort Study by Zachary Butzin-Dozier, Yunwen Ji, Haodong Li, Jeremy Coyle, Junming Shi, Rachael V Phillips, Andrew N Mertens, Romain Pirracchio, Mark J van der Laan, Rena C Patel, John M Colford, Alan E Hubbard

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SSRI use during acute COVID-19 and risk of Long COVID among patients with depression by Zachary Butzin-Dozier, Yunwen Ji, Sarang Deshpande, Eric Hurwitz, A. Jerrod Anzalone, Jeremy Coyle, Junming Shi, Andrew Mertens, Mark J. van der Laan, John M. Colford, Rena C. Patel, Alan E. Hubbard, the National COVID Cohort Collaborative (N3C) Consortium

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Human exposure to trichloroethylene is associated with increased variability of blood DNA methylation that is enriched in genes and pathways related to autoimmune disease and cance... by Rachael V. Phillips, Linda Rieswijk, Alan E. Hubbard, Roel Vermeulen, Jinming Zhang, Wei Hu, Laiyu Li, Bryan A. Bassig, Jason Y.Y. Wong, Boris Reiss, Yongshun Huang, Cuiju Wen, Mark Purdue, Xiaojiang Tang, Luoping Zhang, Martyn T. Smith, Nathaniel Rothman, Qing Lan

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Geographic pair matching in large-scale cluster randomized trials by Benjamin F. Arnold, Francois Rerolle, Christine Tedijanto, Sammy M. Njenga, Mahbubur Rahman, Ayse Ercumen, Andrew Mertens, Amy J. Pickering, Audrie Lin, Charles D. Arnold, Kishor Das, Christine P. Stewart, Clair Null, Stephen P. Luby, John M. Colford, Alan E. Hubbard, Jade Benjamin-Chung

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Telomere length is associated with growth in children in rural Bangladesh by Audrie Lin, Andrew N Mertens, Benjamin F Arnold, Sophia Tan, Jue Lin, Christine P Stewart, Alan E Hubbard, Shahjahan Ali, Jade Benjamin-Chung, Abul K Shoab, Md Ziaur Rahman, Syeda L Famida, Md Saheen Hossen, Palash Mutsuddi, Salma Akther, Mahbubur Rahman, Leanne Unicomb, Ruchira Tabassum Naved, Md Mahfuz Al Mamun, Kausar Parvin, Firdaus S Dhabhar, Patricia Kariger, Lia CH Fernald, Stephen P Luby, John M Colford Jr

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Water, sanitation, handwashing, and nutritional interventions can reduce child antibiotic use: evidence from Bangladesh and Kenya by Ayse Ercumen, Andrew N. Mertens, Zachary Butzin-Dozier, Da Kyung Jung, Shahjahan Ali, Beryl S. Achando, Gouthami Rao, Caitlin Hemlock, Amy J. Pickering, Christine P. Stewart, Sophia T. Tan, Jessica A. Grembi, Jade Benjamin-Chung, Marlene Wolfe, Gene G. Ho, Md. Ziaur Rahman, Charles D. Arnold, Holly N. Dentz, Sammy M. Njenga, Theodora Meerkerk, Belinda Chen, Maya Nadimpalli, Mohammad Aminul Islam, Alan E. Hubbard, Clair Null, Leanne Unicomb, Mahbubur Rahman, John M. Colford, Stephen P. Luby, Benjamin F. Arnold, Audrie Lin

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A cluster-randomized trial of water, sanitation, handwashing and nutritional interventions on stress and epigenetic programming by Audrie Lin, Andrew N. Mertens, Md. Ziaur Rahman, Sophia T. Tan, Dora Il’yasova, Ivan Spasojevic, Shahjahan Ali, Christine P. Stewart, Lia C. H. Fernald, Lisa Kim, Liying Yan, Ann Meyer, Md. Rabiul Karim, Sunny Shahriar, Gabrielle Shuman, Benjamin F. Arnold, Alan E. Hubbard, Syeda L. Famida, Salma Akther, Md. Saheen Hossen, Palash Mutsuddi, Abul K. Shoab, Idan Shalev, Mahbubur Rahman, Leanne Unicomb, Christopher D. Heaney, Patricia Kariger, John M. Colford, Stephen P. Luby, Douglas A. Granger

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Treatment heterogeneity of water, sanitation, hygiene, and nutrition interventions on child growth by environmental enteric dysfunction and pathogen status for young children in Ba... by Zachary Butzin-Dozier, Yunwen Ji, Jeremy Coyle, Ivana Malenica, Elizabeth T Rogawski McQuade, Jessica Anne Grembi, James A Platts-Mills, Eric R Houpt, Jay P Graham, Shahjahan Ali, Md Ziaur Rahman, Mohammad Alauddin, Syeda L Famida, Salma Akther, Md Saheen Hossen, Palash Mutsuddi, Abul K Shoab, Mahbubur Rahman, Md Ohedul Islam, Rana Miah, Mami Taniuchi, Jie Liu, Sarah T Alauddin, Christine P Stewart, Stephen P Luby, John M Colford, Alan E Hubbard, Andrew N Mertens, Audrie Lin

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