Publications

Extended publication list via Google Scholar

Generalizing an Antibiotic Recommendation Algorithm for Treatment of Urinary Tract Infections to an Urban Academic Medical Center

Garrett Yoon, Richard S. Matulewicz, Vincent J. Major

Evaluating the Effect of a COVID-19 Predictive Model to Facilitate Discharge: A Randomized Controlled Trial

Vincent J. Major, Simon A. Jones, Narges Razavian, Ashley Bagheri, Felicia Mendoza, Jay Stadelman, Leora Horwitz, Jonathan Austrian, Yindalon Aphinyanaphongs

Probing Automated Treatment of Urinary Tract Infections for Bias: A Case-Study Where Machine Learning Perpetuates Structural Differences and Racial Disparities

Garrett Yoon, Vincent J. Major

Clinical Trial of an AI COVID-19 Model to Identify Patients Ready for Discharge

Vincent J. Major, Simon Jones, Ashley Bagheri, Felicia Mendoza, Jay Stadelman, Vuthy Nguy, Michael Quinn, Peter Stella, Narges Razavian, Leora Horwitz, Jonathan Austrian, Yindalon Aphinyanaphongs

Expanding the Reach of Structured EHR Data with Clinical Notes: Improving End-of-Life Prediction

Seda Bilaloglu, Vincent J. Major, Himanshu Grover, Isabel Metzger, Yindalon Aphinyanaphongs

Supporting Acute Advance Care Planning with Precise, Timely Mortality Risk Predictions

Erwin Wang, Vincent J. Major, Nicole Adler, Kevin Hauck, Jonathan Austrian, Yindalon Aphinyanaphongs, Leora Horwitz

A Validated, Real-Time Prediction Model for Favorable Outcomes in Hospitalized COVID-19 Patients

Narges Razavian, Vincent J. Major, Mukund Sudarshan, Jesse Burk-Rafel, Peter Stella, Hardev Randhawa, Seda Bilaloglu, Ji Chen, Vuthy Nguy, Walter Wang, Hao Zhang, Ilan Reinstein, David Kudlowitz, Cameron Zenger, Meng Cao, Ruina Zhang, Siddhant Dogra, Keerthi Harish, Brian Bosworth, Fritz Francois, Leora Horwitz, Rajesh Ranganath, Jonathan Austrian, Yindalon Aphinyanaphongs

Development, Implementation, and Prospective Validation of a Model to Predict 60-Day End-of-Life in Hospitalized Adults Upon Admission at Three Sites

Vincent J. Major, Yindalon Aphinyanaphongs

Estimating Real World Performance of a Predictive Model: A Case-Study in Predicting End-of-Life

Vincent J. Major, Neil Jethani, Yindalon Aphinyanaphongs

Challenges in Translating Mortality Risk to the Point of Care

Vincent J. Major, Yindalon Aphinyanaphongs

Utility of General and Specific Word Embeddings for Classifying Translational Stages of Research

Vincent J. Major, Alisa Surkis, Yindalon Aphinyanaphongs