Automatic segmentation of stroke lesions in T1-weighted magnetic resonance images with convolutional neural networks.
Aldir SousaMarcelo ToledoJosé Eduardo KriegerMarco Antonio GutierrezPublished in: Medical Imaging: Computer-Aided Diagnosis (2023)
Keyphrases
- magnetic resonance images
- automatic segmentation
- convolutional neural networks
- manual segmentation
- multiple sclerosis lesions
- multiple sclerosis
- brain tissue
- intra subject
- mr images
- automatically segmenting
- medical images
- segmentation algorithm
- magnetic resonance imaging
- brain mri
- white matter
- medical imaging
- brain scans
- computer aided diagnosis
- medical image analysis
- diffusion tensor
- brain tumors
- ct data
- high resolution
- image analysis
- accurate segmentation
- high quality
- mri data
- brain structures
- x ray
- ct images
- pairwise