Automatic bone segmentation in whole-body CT images.

André KleinJan WarszawskiJens HillengaßKlaus H Maier-Hein

Published in: International journal of computer assisted radiology and surgery (2018)

These promising results could facilitate the evaluation of bone density and the localization of focal lesions in the future, with a potential impact on both disease staging and treatment planning.

Keyphrases

deep learning
convolutional neural network
bone mineral density
soft tissue
bone loss
lymph node
computed tomography
bone regeneration
machine learning
postmenopausal women
image quality
pet ct
current status
optical coherence tomography
risk assessment
dual energy
human health