Deepbet: Fast brain extraction of T1-weighted MRI using Convolutional Neural Networks.
Lukas FischStefan ZumdickCarlotta B. C. BarkhauDaniel EmdenJan ErnstingRamona LeeningsKelvin SarinkNils R. WinterBenjamin RisseUdo DannlowskiTim HahnPublished in: CoRR (2023)
Keyphrases
- convolutional neural networks
- brain tissue
- mri scans
- convolutional network
- magnetic resonance imaging
- tissue segmentation
- magnetic resonance images
- mri data
- human brain
- brain structures
- brain tumors
- brain atlas
- mr images
- white matter
- medical images
- skull stripping
- brain images
- grey matter
- information extraction
- brain scans
- brain anatomy
- mri brain
- brain mapping
- probabilistic atlas
- deep brain
- partial volume effects
- cortical thickness
- multiple sclerosis
- medical imaging
- high resolution
- brain segmentation
- brain white matter
- cerebrospinal fluid
- corpus callosum
- inter subject
- automatic segmentation
- image segmentation