Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images.
Muhammad Febrian RachmadiMaria del C. Valdés HernándezHongwei LiRicardo GuerreroRozanna MeijboomStewart WisemanAdam WaldmanJianguo ZhangDaniel RueckertJoanna M. WardlawTaku KomuraPublished in: Comput. Medical Imaging Graph. (2020)
Keyphrases
- magnetic resonance images
- multiple sclerosis lesions
- grey matter
- white matter
- brain tissue
- gray matter
- mr images
- cerebrospinal fluid
- brain images
- mri scans
- medical images
- brain structures
- corpus callosum
- brain tumors
- mri data
- multiple sclerosis
- medical imaging
- diffusion tensor
- diffusion tensor images
- white matter fiber
- diffusion tensor imaging
- brain mri
- tissue segmentation
- magnetic resonance imaging
- cortical thickness
- high resolution
- diffusion mri
- fully automatic
- diffusion weighted
- partial volume effects
- magnetic resonance
- human brain
- fiber bundles
- partial volume
- image data
- medical image analysis
- tensor field
- dt mri
- accurate segmentation
- brain mr images