Deep Learning to Quantify Pulmonary Edema in Chest Radiographs
Deep Learning to Quantify Pulmonary Edema in Chest Radiographs
To develop a machine learning model to classify the severity grades of pulmonary edema on chest radiographs.In this retrospective study, 369 071 chest radiographs and associated radiology reports from 64 581 patients (mean age, 51.71 years; 54.51% women) from the MIMIC-CXR chest radiograph dataset were included. This dataset was split …