Is your style transfer doing anything useful? an investigation into hippocampus segmentation and the role of preprocessing
Brain atrophy assessment in MRI, particularly of the hippocampus, is commonly used to support diagnosis and monitoring of dementia. Consequently, there is a demand for accurate automated hippocampus quantification. Most existing segmentation methods have been developed and validated on research data...
Main Authors: | Kalabizadeh, H, Griffanti, L, Yeung, P-H, Voets, N, Gillis, G, Mackay, C, Namburete, AI, Dinsdale, NK, Kamnitsas, K |
---|---|
Format: | Internet publication |
Jezik: | English |
Izdano: |
medRxiv
2024
|
Podobne knjige/članki
-
Spatial warping network for 3D segmentation of the hippocampus in MR images
od: Dinsdale, N, et al.
Izdano: (2019) -
Unlearning scanner bias for MRI harmonisation in medical image segmentation
od: Dinsdale, NK, et al.
Izdano: (2020) -
STAMP: Simultaneous Training and Model Pruning for low data regimes in medical image segmentation
od: Dinsdale, NK, et al.
Izdano: (2022) -
Anatomically plausible segmentations: explicitly preserving topology through prior deformations
od: Wyburd, MK, et al.
Izdano: (2024) -
TEDS-Net: enforcing diffeomorphisms in spatial transformers to guarantee topology preservation in segmentations
od: Wyburd, MK, et al.
Izdano: (2021)