Estimation of postpartum depression risk from electronic health records using machine learning by Guy Amit, Irena Girshovitz, Karni Marcus, Yiye Zhang, Jyotishman Pathak, Vered Bar, Pinchas Akiva

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Risk stratification models for predicting preventable hospitalization in commercially insured late middle-aged adults with depression by Lauren Evans, Yiyuan Wu, Wenna Xi, Arnab K. Ghosh, Min-hyung Kim, George S. Alexopoulos, Jyotishman Pathak, Samprit Banerjee

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Differing perspectives on artificial intelligence in mental healthcare among patients: a cross-sectional survey study by Meghan Reading Turchioe, Pooja Desai, Sarah Harkins, Jessica Kim, Shiveen Kumar, Yiye Zhang, Rochelle Joly, Jyotishman Pathak, Alison Hermann, Natalie Benda

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Identifying urban built environment factors in pregnancy care and maternal mental health outcomes by Yiye Zhang, Mohammad Tayarani, Shuojia Wang, Yifan Liu, Mohit Sharma, Rochelle Joly, Arindam RoyChoudhury, Alison Hermann, Oliver H. Gao, Jyotishman Pathak

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Subphenotyping depression using machine learning and electronic health records by Zhenxing Xu, Fei Wang, Prakash Adekkanattu, Budhaditya Bose, Veer Vekaria, Pascal Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Jennifer A. Pacheco, Luke V. Rasmussen, Jie Xu, George Alexopoulos, Jyotishman Pathak

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Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language by Pascal S. Brandt, Richard C. Kiefer, Jennifer A. Pacheco, Prakash Adekkanattu, Evan T. Sholle, Faraz S. Ahmad, Jie Xu, Zhenxing Xu, Jessica S. Ancker, Fei Wang, Yuan Luo, Guoqian Jiang, Jyotishman Pathak, Luke V. Rasmussen

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Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records by Jie Xu, Fei Wang, Zhenxing Xu, Prakash Adekkanattu, Pascal Brandt, Guoqian Jiang, Richard C. Kiefer, Yuan Luo, Chengsheng Mao, Jennifer A. Pacheco, Luke V. Rasmussen, Yiye Zhang, Richard Isaacson, Jyotishman Pathak

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A conceptual model for translating omic data into clinical action by Timothy M Herr, Suzette J Bielinski, Erwin Bottinger, Ariel Brautbar, Murray Brilliant, Christopher G Chute, Joshua Denny, Robert R Freimuth, Andrea Hartzler, Joseph Kannry, Isaac S Kohane, Iftikhar J Kullo, Simon Lin, Jyotishman Pathak, Peggy Peissig, Jill Pulley, James Ralston, Luke Rasmussen, Dan Roden, Gerard Tromp, Marc S Williams, Justin Starren

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Practical considerations in genomic decision support: The eMERGE experience by Timothy M Herr, Suzette J Bielinski, Erwin Bottinger, Ariel Brautbar, Murray Brilliant, Christopher G Chute, Beth L Cobb, Joshua C Denny, Hakon Hakonarson, Andrea L Hartzler, George Hripcsak, Joseph Kannry, Isaac S Kohane, Iftikhar J Kullo, Simon Lin, Shannon Manzi, Keith Marsolo, Casey Lynnette Overby, Jyotishman Pathak, Peggy Peissig, Jill Pulley, James Ralston, Luke Rasmussen, Dan M Roden, Gerard Tromp, Timothy Uphoff, Chunhua Weng, Wendy Wolf, Marc S Williams, Justin Starren

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