A Deep Learning Model Using Chest Radiographs for Prediction of 30-Day Mortality in Patients With Community-Acquired Pneumonia: Development and External Validation
Changi Kim, Eui Jin Hwang, Ye Ra Choi, Hyewon Choi, Jin Mo Goo, Yisak Kim, Jinwook Choi, Chang Min Park
Abstract
BACKGROUND. Chest radiography is an essential tool for diagnosing community-acquired pneumonia (CAP), but it has an uncertain prognostic role in the care of patients with CAP.
Topics & Concepts
MedicineCommunity-acquired pneumoniaCohortLogistic regressionPneumoniaRadiographyRetrospective cohort studyEmergency departmentChest radiographInternal medicineCohort studyEmergency medicineSurgeryPsychiatryPneumonia and Respiratory InfectionsCOVID-19 diagnosis using AITuberculosis Research and Epidemiology