Automated pneumothorax triaging in chest X-rays in the New Zealand population using deep-learning algorithms.
Journal:
Journal of medical imaging and radiation oncology
Published Date:
Feb 27, 2022
Abstract
INTRODUCTION: The primary aim was to develop convolutional neural network (CNN)-based artificial intelligence (AI) models for pneumothorax classification and segmentation for automated chest X-ray (CXR) triaging. A secondary aim was to perform interpretability analysis on the best-performing candidate model to determine whether the model's predictions were susceptible to bias or confounding.