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: Comput. Biol. Medicine (2024)
Keyphrases
- convolutional neural networks
- brain tissue
- mri scans
- magnetic resonance images
- convolutional network
- brain atlas
- magnetic resonance imaging
- tissue segmentation
- brain tumors
- brain anatomy
- medical images
- human brain
- mr images
- brain images
- mri data
- skull stripping
- brain segmentation
- brain structures
- white matter
- mri brain
- medical imaging
- brain white matter
- multiple sclerosis
- magnetic resonance
- high resolution
- brain mr images
- medical image analysis
- brain mapping
- grey matter
- probabilistic atlas
- brain scans
- automatic segmentation
- cortical thickness
- information processing
- cortical surface
- information extraction
- eeg signals