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Comparison of Deep Learning Approaches Using Chest Radiographs for Predicting Clinical Deterioration: Retrospective Observational Study by Mahmudur Rahman, Jifan Gao, Kyle A Carey, Dana P Edelson, Askar Afshar, John W Garrett, Guanhua Chen, Majid Afshar, Matthew M Churpek

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Multicenter Development and Prospective Validation of eCARTv5: A Gradient-Boosted Machine-Learning Early Warning Score by Matthew M. Churpek, MD, MPH, PhD, ATSF, Kyle A. Carey, MPH, Ashley Snyder, MPH, Christopher J Winslow, MD, Emily Gilbert, MD, Nirav S Shah, MD, MPH, Brian W. Patterson, MD, MPH, Majid Afshar, MD, MSCR, Alan Weiss, MD, MBA, Devendra N. Amin, MD, Deborah J. Rhodes, MD, Dana P. Edelson, MD, MS

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Multivariate protein landscape of host response in hospitalised patients with suspected infection in the emergency department by Pratik Sinha, Alexandra B. Spicer, Sivasubramanium Bhavani, Carlos López-Espina, Gregory L. Watson, Akhil Bhargava, Lee Schmalz, Shah Khan, Matthew D. Sims, Ashok V. Palagiri, Alon Dagan, Karthik V. Iyer, Matthew J. Crisp, Carmen DeMarco, Alexandra Halalau, Nicholas Maddens, Niko Kurtzman, Deesha Sarma, Falgun Gosai, Anwaruddin Syed, Saleem Azad, Aimee Espinosa, Francisco Davila, Hugo Davila, Neil Shadbeh Evans, Scott Smith, Bobby Reddy, Philip A. Verhoef, Matthew M. Churpek

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