Deep Learning Models to Predict Fatal Pneumonia Using Chest X-Ray Images.
Journal:
Canadian respiratory journal
Published Date:
Nov 24, 2022
Abstract
BACKGROUND AND AIMS: Chest X-ray (CXR) is indispensable to the assessment of severity, diagnosis, and management of pneumonia. Deep learning is an artificial intelligence (AI) technology that has been applied to the interpretation of medical images. This study investigated the feasibility of classifying fatal pneumonia based on CXR images using deep learning models on publicly available platforms.