Skeleton-guided 3D convolutional neural network for tubular structure segmentation.

Ruiyun Zhu Masahiro OdaYuichiro HayashiTakayuki Kitasaka Kazunari Misawa Michitaka Fujiwara Kensaku Mori

Published in: International journal of computer assisted radiology and surgery (2024)

We present a skeleton-guided 3D convolutional network to segment tubular structures from 3D medical images. Our skeleton-guided 3D convolutional network could effectively segment small tubular structures, outperforming previous methods.

Keyphrases

convolutional neural network
deep learning
high glucose
high resolution
healthcare
neural network
endothelial cells