Development and validation of a two-stage convolutional neural network algorithm for segmentation of MRI white matter hyperintensities for longitudinal studies in CADASIL.
Valentin DemeusyFlorent RocheFabrice VincentMay TahaRuiting ZhangEric JouventHugues ChabriatJessica LebenbergPublished in: Comput. Biol. Medicine (2024)
Keyphrases
- segmentation algorithm
- white matter
- magnetic resonance images
- medical images
- detection algorithm
- magnetic resonance imaging
- partial volume effects
- brain tissue
- mri data
- image analysis
- brain mri
- segmentation method
- detection method
- brain images
- mri images
- x ray
- brain mr images
- cortical thickness
- image segmentation
- convolutional neural network
- diffusion imaging