Bundle geodesic convolutional neural network for diffusion-weighted imaging segmentation.
Renfei LiuFrançois LauzeKenny ErlebenRune W BergSune DarknerPublished in: Journal of medical imaging (Bellingham, Wash.) (2022)
This work extended convolutional neural networks to Riemannian manifolds, and it shows the potential in understanding structural patterns in the brain, as well as in aiding manual data annotation.
Keyphrases
- convolutional neural network
- diffusion weighted imaging
- deep learning
- magnetic resonance imaging
- contrast enhanced
- electronic health record
- white matter
- resting state
- big data
- rna seq
- human health
- cerebral ischemia
- artificial intelligence
- magnetic resonance
- machine learning
- computed tomography
- blood brain barrier
- subarachnoid hemorrhage