Contour-aware multi-label chest X-ray organ segmentation.

M KholiavchenkoI SirazitdinovK KubrakR BadrutdinovaR KuleevY YuanT VrtovecBulat Ibragimov

Published in: International journal of computer assisted radiology and surgery (2020)

In this study, we proposed to augment CNN architectures for CXR segmentation with organ contour information and were able to significantly improve segmentation accuracy and outperform all existing solution using a public chest X-ray database.

Keyphrases

convolutional neural network
deep learning
high resolution
dual energy
healthcare
mental health
adverse drug
machine learning
computed tomography
health information
electron microscopy
emergency department