Hierarchical Multimodal Fusion of Deep-Learned Lesion and Tissue Integrity Features in Brain MRIs for Distinguishing Neuromyelitis Optica from Multiple Sclerosis.
Youngjin YooLisa Y. W. TangSu-Hyun KimHo Jin KimLisa Eunyoung LeeDavid K. B. LiShannon H. KolindAnthony TraboulseeRoger C. TamPublished in: MICCAI (3) (2017)
Keyphrases
- multiple sclerosis
- brain tissue
- magnetic resonance images
- brain mri
- mr images
- white matter
- multimodal fusion
- lesion segmentation
- magnetic resonance
- clinical trials
- brain tumors
- brain structures
- medical images
- mri data
- three dimensional
- automatic segmentation
- human brain
- corpus callosum
- feature space
- computer vision
- disease progression
- high robustness
- low contrast
- data mining
- audio visual
- anatomical structures
- magnetic resonance imaging