Predicting pulmonary embolism among hospitalized patients with machine learning algorithms by Logan Ryan, Jenish Maharjan, Samson Mataraso, Gina Barnes, Jana Hoffman, Qingqing Mao, Jacob Calvert, Ritankar Das

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Enriching the Study Population for Ischemic Stroke Therapeutic Trials Using a Machine Learning Algorithm by Jenish Maharjan, Yasha Ektefaie, Logan Ryan, Samson Mataraso, Gina Barnes, Sepideh Shokouhi, Abigail Green-Saxena, Jacob Calvert, Qingqing Mao, Ritankar Das

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Quantitative estimate of cognitive resilience and its medical and genetic associations by Thanaphong Phongpreecha, Dana Godrich, Eloise Berson, Camilo Espinosa, Yeasul Kim, Brenna Cholerton, Alan L. Chang, Samson Mataraso, Syed A. Bukhari, Amalia Perna, Koya Yakabi, Kathleen S. Montine, Kathleen L. Poston, Elizabeth Mormino, Lon White, Gary Beecham, Nima Aghaeepour, Thomas J. Montine

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Whole genome deconvolution unveils Alzheimer’s resilient epigenetic signature by Eloise Berson, Anjali Sreenivas, Thanaphong Phongpreecha, Amalia Perna, Fiorella C. Grandi, Lei Xue, Neal G. Ravindra, Neelufar Payrovnaziri, Samson Mataraso, Yeasul Kim, Camilo Espinosa, Alan L. Chang, Martin Becker, Kathleen S. Montine, Edward J. Fox, Howard Y. Chang, M. Ryan Corces, Nima Aghaeepour, Thomas J. Montine

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Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity by Neal G. Ravindra, Camilo Espinosa, Eloïse Berson, Thanaphong Phongpreecha, Peinan Zhao, Martin Becker, Alan L. Chang, Sayane Shome, Ivana Marić, Davide De Francesco, Samson Mataraso, Geetha Saarunya, Melan Thuraiappah, Lei Xue, Brice Gaudillière, Martin S. Angst, Gary M. Shaw, Erik D. Herzog, David K. Stevenson, Sarah K. England, Nima Aghaeepour

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Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learning by Martin Becker, Martin Becker, Martin Becker, Martin Becker, Jennifer Dai, Jennifer Dai, Jennifer Dai, Alan L. Chang, Alan L. Chang, Alan L. Chang, Dorien Feyaerts, Ina A. Stelzer, Miao Zhang, Miao Zhang, Miao Zhang, Eloise Berson, Eloise Berson, Eloise Berson, Geetha Saarunya, Geetha Saarunya, Geetha Saarunya, Davide De Francesco, Davide De Francesco, Davide De Francesco, Camilo Espinosa, Camilo Espinosa, Camilo Espinosa, Yeasul Kim, Yeasul Kim, Yeasul Kim, Ivana Marić, Ivana Marić, Ivana Marić, Samson Mataraso, Samson Mataraso, Samson Mataraso, Seyedeh Neelufar Payrovnaziri, Seyedeh Neelufar Payrovnaziri, Seyedeh Neelufar Payrovnaziri, Thanaphong Phongpreecha, Thanaphong Phongpreecha, Thanaphong Phongpreecha, Neal G. Ravindra, Neal G. Ravindra, Neal G. Ravindra, Sayane Shome, Sayane Shome, Sayane Shome, Yuqi Tan, Yuqi Tan, Melan Thuraiappah, Melan Thuraiappah, Melan Thuraiappah, Lei Xue, Lei Xue, Lei Xue, Jonathan A. Mayo, Cecele C. Quaintance, Ana Laborde, Lucy S. King, Firdaus S. Dhabhar, Firdaus S. Dhabhar, Firdaus S. Dhabhar, Firdaus S. Dhabhar, Ian H. Gotlib, Ronald J. Wong, Martin S. Angst, Gary M. Shaw, David K. Stevenson, Brice Gaudilliere, Brice Gaudilliere, Nima Aghaeepour, Nima Aghaeepour, Nima Aghaeepour

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Comprehensive overview of the anesthesiology research landscape: A machine Learning Analysis of 737 NIH-funded anesthesiology primary Investigator's publication trends by Marc Ghanem, Camilo Espinosa, Philip Chung, Momsen Reincke, Natasha Harrison, Thanaphong Phongpreecha, Sayane Shome, Geetha Saarunya, Eloise Berson, Tomin James, Feng Xie, Chi-Hung Shu, Debapriya Hazra, Samson Mataraso, Yeasul Kim, David Seong, Dipro Chakraborty, Manuel Studer, Lei Xue, Ivana Marić, Alan L. Chang, Erico Tjoa, Brice Gaudillière, Vivianne L. Tawfik, Sean Mackey, Nima Aghaeepour

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COVID-19 Evidence Accelerator: A parallel analysis to describe the use of Hydroxychloroquine with or without Azithromycin among hospitalized COVID-19 patients. by Mark Stewart, Carla Rodriguez-Watson, Adem Albayrak, Julius Asubonteng, Andrew Belli, Thomas Brown, Kelly Cho, Ritankar Das, Elizabeth Eldridge, Nicolle Gatto, Alice Gelman, Hanna Gerlovin, Stuart L Goldberg, Eric Hansen, Jonathan Hirsch, Yuk-Lam Ho, Andrew Ip, Monika Izano, Jason Jones, Amy C Justice, Reyna Klesh, Seth Kuranz, Carson Lam, Qingqing Mao, Samson Mataraso, Robertino Mera, Daniel C Posner, Jeremy A Rassen, Anna Siefkas, Andrew Schrag, Georgia Tourassi, Andrew Weckstein, Frank Wolf, Amar Bhat, Susan Winckler, Ellen V Sigal, Jeff Allen

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