Attention-gated 3D CapsNet for robust hippocampal segmentation.

Clement PoiretAntoine BouyeureSandesh PatilCécile BoniteauEdouard DuchesnayAntoine GrigisFrederic LemaitreMarion Noulhiane

Published in: Journal of medical imaging (Bellingham, Wash.) (2024)

We expect our newly introduced 3D-AGSCaps to allow a more accurate and fully automated segmentation on atypical populations, small datasets, as well as on and large cohorts where manual segmentations are nearly intractable.

Keyphrases

deep learning
convolutional neural network
machine learning
working memory
high throughput
high resolution
rna seq
cerebral ischemia