Assessing calibration and bias of a deployed machine learning malnutrition prediction model within a large healthcare system by Lathan Liou, Erick Scott, Prathamesh Parchure, Yuxia Ouyang, Natalia Egorova, Robert Freeman, Ira S. Hofer, Girish N. Nadkarni, Prem Timsina, Arash Kia, Matthew A. Levin

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Economic Impact of Postoperative Urinary Retention in the US Hospital Setting by Weijia Wang, Arielle Marks-Anglin, Vladimir Turzhitsky, Robert J. Mark, Aurelio Otero Rosales, Nathaniel W. Bailey, Yiling Jiang, Joseph Abueg, Ira S. Hofer, Toby N. Weingarten

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Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension by Faris Gulamali, Pushkala Jayaraman, Ashwin S. Sawant, Jacob Desman, Benjamin Fox, Annette Chang, Brian Y. Soong, Naveen Arivazagan, Alexandra S. Reynolds, Son Q. Duong, Akhil Vaid, Patricia Kovatch, Robert Freeman, Ira S. Hofer, Ankit Sakhuja, Neha S. Dangayach, David S. Reich, Alexander W. Charney, Girish N. Nadkarni

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Protocol for pragmatic randomised trial: integrating electronic health record-based behavioural economic ‘nudges’ into the electronic health record to reduce preoperative testing f... by Suzanne B Shu, Noah J Goldstein, Joseph A Ladapo, David Elashoff, James M Moore, John N Mafi, Alast Ahmadi, Andrea Sorensen, Chad Wes A Villaflores, Sitaram S Vangala, Ira S Hofer, John D Bartlett, Eric M Cheng, Victor F Duval, Cheryl Damberg, Antonio M Pessegueiro, Samuel A Skootsky, Ashley Turner, Catherine A Sarkisian

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