Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning

por Pyrros, Ayis, Flanders, Adam Eugene, Rodríguez-Fernández, Jorge Mario, Chen, Andrew, Cole, Patrick, Wenzke, Daniel, Hart, Eric, Harford, Samuel, Horowitz, Jeanne, Nikolaidis, Paul, Muzaffar, Nadir, Boddipalli, Viveka, Nebhrajani, Jai, Siddiqui, Nasir, Willis, Melinda, Darabi, Houshang, Koyejo, Oluwasanmi, Galanter, William
Publicado 2021

Validation of a deep learning, value-based care model to predict mortality and comorbidities from chest radiographs in COVID-19

por Pyrros, Ayis, Rodriguez Fernandez, Jorge, Borstelmann, Stephen M., Flanders, Adam, Wenzke, Daniel, Hart, Eric, Horowitz, Jeanne M., Nikolaidis, Paul, Willis, Melinda, Chen, Andrew, Cole, Patrick, Siddiqui, Nasir, Muzaffar, Momin, Muzaffar, Nadir, McVean, Jennifer, Menchaca, Martha, Katsaggelos, Aggelos K., Koyejo, Sanmi, Galanter, William
Publicado 2022