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Contrastive learning improves critical event prediction in COVID-19 patients Wanyan, Tingyi; Honarvar, Hossein; Jaladanki, Suraj K.; Zang, Chengxi; Naik, Nidhi; Somani, Sulaiman; De Freitas, Jessica K.; Paranjpe, Ishan; Vaid, Akhil; Zhang, Jing; Miotto, Riccardo; Wang, Zhangyang; Nadkarni, Girish N.; Zitnik, Marinka; Azad, Ariful; Wang, Fei; Ding, Ying; Glicksberg, Benjamin S. 分享 收藏
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Use of Physiological Data From a Wearable Device to Identify SARS-CoV-2 Infection and Symptoms and Predict COVID-19 Diagnosis: Observational Study Hirten, Robert P.; Danieletto, Matteo; Tomalin, Lewis; Choi, Katie Hyewon; Zweig, Micol; Golden, Eddye; Kaur, Sparshdeep; Helmus, Drew; Biello, Anthony; Pyzik, Renata; Charney, Alexander; Miotto, Riccardo; Glicksberg, Benjamin S.; Levin, Matthew; Nabeel, Ismail; Aberg, Judith; Reich, David; Charney, Dennis; Bottinger, Erwin P.; Keefer, Laurie; Suarez-Farinas, Mayte; Nadkarni, Girish N.; Fayad, Zahi A. 分享 收藏
Deep learning and the electrocardiogram: review of the current state-of-the-art Somani, Sulaiman; Russak, Adam J.; Richter, Felix; Zhao, Shan; Vaid, Akhil; Chaudhry, Fayzan; De Freitas, Jessica K.; Naik, Nidhi; Miotto, Riccardo; Nadkarni, Girish N.; Narula, Jagat; Argulian, Edgar; Glicksberg, Benjamin S. 分享 收藏
Federated Learning of Electronic Health Records to Improve Mortality Prediction in Hospitalized Patients With COVID-19: Machine Learning Approach 联合学习电子健康记录以改善新型冠状病毒肺炎住院患者的死亡率预测: 机器学习方法 Vaid, Akhil; Jaladanki, Suraj K.; Xu, Jie; Teng, Shelly; Kumar, Arvind; Lee, Samuel; Somani, Sulaiman; Paranjpe, Ishan; De Freitas, Jessica K.; Wanyan, Tingyi; Johnson, Kipp W.; Bicak, Mesude; Klang, Eyal; Kwon, Young Joon; Costa, Anthony; Zhao, Shan; Miotto, Riccardo; Charney, Alexander W.; Boettinger, Erwin; Fayad, Zahi A.; Nadkarni, Girish N.; Wang, Fei; Glicksberg, Benjamin S. 分享 收藏
Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation 机器学习预测纽约市新型冠状病毒肺炎患者队列的死亡率和关键事件: 模型开发和验证 Vaid, Akhil; Somani, Sulaiman; Russak, Adam J.; De Freitas, Jessica K.; Chaudhry, Fayzan F.; Paranjpe, Ishan; Johnson, Kipp W.; Lee, Samuel J.; Miotto, Riccardo; Richter, Felix; Zhao, Shan; Beckmann, Noam D.; Naik, Nidhi; Kia, Arash; Timsina, Prem; Lala, Anuradha; Paranjpe, Manish; Golden, Eddye; Danieletto, Matteo; Singh, Manbir; Meyer, Dara; O'Reilly, Paul F.; Huckins, Laura; Kovatch, Patricia; Finkelstein, Joseph; Freeman, Robert M.; Argulian, Edgar; Kasarskis, Andrew; Percha, Bethany; Aberg, Judith A.; Bagiella, Emilia; Horowitz, Carol R.; Murphy, Barbara; Nestler, Eric J.; Schadt, Eric E.; Cho, Judy H.; Cordon-Cardo, Carlos; Fuster, Valentin; Charney, Dennis S.; Reich, David L.; Bottinger, Erwin P.; Levin, Matthew A.; Narula, Jagat; Fayad, Zahi A.; Just, Allan C.; Charney, Alexander W.; Nadkarni, Girish N.; Glicksberg, Benjamin S. 分享 收藏
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Coronavirus 2019 and People Living With Human Immunodeficiency Virus: Outcomes for Hospitalized Patients in New York City Sigel, Keith; Swartz, Talia; Golden, Eddye; Paranjpe, Ishan; Somani, Sulaiman; Richter, Felix; De Freitas, Jessica K.; Miotto, Riccardo; Zhao, Shan; Polak, Paz; Mutetwa, Tinaye; Factor, Stephanie; Mehandru, Saurabh; Mullen, Michael; Cossarini, Francesca; Bottinger, Erwin; Fayad, Zahi; Merad, Miriam; Gnjatic, Sacha; Aberg, Judith; Charney, Alexander; Nadkarni, Girish; Glicksberg, Benjamin S. 分享 收藏
Sleep in the Natural Environment: A Pilot Study Chaudhry, Fayzan F.; Danieletto, Matteo; Golden, Eddye; Scelza, Jerome; Botwin, Greg; Shervey, Mark; De Freitas, Jessica K.; Paranjpe, Ishan; Nadkarni, Girish N.; Miotto, Riccardo; Glowe, Patricia; Stock, Greg; Percha, Bethany; Zimmerman, Noah; Dudley, Joel T.; Glicksberg, Benjamin S. 分享 收藏
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A functional genomics predictive network model identifies regulators of inflammatory bowel disease Peters, Lauren A.; Perrigoue, Jacqueline; Mortha, Arthur; Iuga, Alina; Song, Won-min; Neiman, Eric M.; Llewellyn, Sean R.; Di Narzo, Antonio; Kidd, Brian A.; Telesco, Shannon E.; Zhao, Yongzhong; Stojmirovic, Aleksandar; Sendecki, Jocelyn; Shameer, Khader; Miotto, Riccardo; Losic, Bojan; Shah, Hardik; Lee, Eunjee; Wang, Minghui; Faith, Jeremiah J.; Kasarskis, Andrew; Brodmerkel, Carrie; Curran, Mark; Das, Anuk; Friedman, Joshua R.; Fukui, Yoshinori; Humphrey, Mary Beth; Iritani, Brian M.; Sibinga, Nicholas; Tarrant, Teresa K.; Argmann, Carmen; Hao, Ke; Roussos, Panos; Zhu, Jun; Zhang, Bin; Dobrin, Radu; Mayer, Lloyd F.; Schadt, Eric E. 分享 收藏
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Systematic analyses of drugs and disease indications in RepurposeDB reveal pharmacological, biological and epidemiological factors influencing drug repositioning Shameer, Khader; Glicksberg, Benjamin S.; Hodos, Rachel; Johnson, Kipp W.; Badgeley, Marcus A.; Readhead, Ben; Tomlinson, Max S.; O'Connor, Timothy; Miotto, Riccardo; Kidd, Brian A.; Chen, Rong; Ma'ayan, Avi; Dudley, Joel T. 分享 收藏
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