Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

BACKGROUND: There is interest in using convolutional neural networks (CNNs) to analyze medical imaging to provide computer-aided diagnosis (CAD). Recent work has suggested that image classification CNNs may not generalize to new data as well as previously believed. We assessed how well CNNs generali... View More