3D Capsule Networks for Brain Image Segmentation.

Arman Avesta Y Hui Mariam S AboianJ DuncanHarlan M Krumholz Sanjay Aneja

Published in: AJNR. American journal of neuroradiology (2023)

We developed and validated a capsule network that is effective in segmenting brain images, can segment images that are not well-represented in the training data, and is computationally efficient compared with alternatives.

Keyphrases

deep learning
convolutional neural network
resting state
white matter
artificial intelligence
functional connectivity
optical coherence tomography
machine learning
electronic health record
cerebral ischemia
multiple sclerosis
big data
brain injury
blood brain barrier