Acceptance of Acute Kidney Injury Alert by Providers in Cardiac Surgery Intensive Care Unit. - Connor Nevin; Khaled Shawwa; Jami Pincavitch; Rebecca L. Neely; Donnie Goodwin; Paul McCarthy; Nada Mohamed; Charles J. Mullett; Gordon S. Smith; John A. Kellum; Ankit Sakhuja (Appl. Clin. Inform., 2023)

Generative Large Language Models are autonomous practitioners of evidence-based medicine. - Akhil Vaid; Joshua Lampert; Juhee Lee; Ashwin Sawant; Donald Apakama; Ankit Sakhuja; Ali Soroush; Denise Lee; Isotta Landi; Nicole Bussola; Ismail Nabeel; Robbie Freeman; et al. (CoRR, 2024)

Large Language Models versus Classical Machine Learning: Performance in COVID-19 Mortality Prediction Using High-Dimensional Tabular Data. - Mohammadreza Ghaffarzadeh-Esfahani; Mahdi Ghaffarzadeh-Esfahani; Arian Salahi-Niri; Hossein Toreyhi; Zahra Atf; Amirali Mohsenzadeh-Kermani; Mahshad Sarikhani; Zohreh Tajabadi; Fatemeh Shojaeian; Mohammad Hassan Bagheri; Aydin Feyzi; Mohammadamin Tarighatpayma; et al. (CoRR, 2024)

Derivation, external and clinical validation of a deep learning approach for detecting intracranial hypertension. - Faris F. 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 H. Kovatch; et al. (npj Digit. Medicine, 2024)

A Primer on Reinforcement Learning in Medicine for Clinicians. - Pushkala Jayaraman; Jacob Desman; Moein Sabounchi; Girish N. Nadkarni; Ankit Sakhuja (npj Digit. Medicine, 2024)

A strategy for cost-effective large language model use at health system-scale. - Eyal Klang; Donald Apakama; Ethan E. Abbott; Akhil Vaid; Joshua Lampert; Ankit Sakhuja; Robert Freeman; Alexander W. Charney; David Reich; Monica Kraft; Girish N. Nadkarni; Benjamin S. Glicksberg (npj Digit. Medicine, 2024)

A distributional reinforcement learning model for optimal glucose control after cardiac surgery. - Jacob Desman; Zhang-Wei Hong; Moein Sabounchi; Ashwin S. Sawant; Jaskirat Gill; Ana C. Costa; Gagan Kumar; Rajeev Sharma; Arpeta Gupta; Paul McCarthy; Veena Nandwani; Doug Powell; et al. (npj Digit. Medicine, 2025)