Deep learning from MRI-derived labels enables automatic brain tissue classification on human brain CT.
Meera SrikrishnaJoana B. PereiraRolf A. HeckemannGiovanni VolpeDanielle van WestenAnna ZettergrenSilke KernLars-Olof WahlundEric WestmanIngmar SkoogMichael SchöllPublished in: NeuroImage (2021)
Keyphrases
- human brain
- deep learning
- tissue classification
- white matter
- brain structures
- medical images
- brain imaging
- magnetic resonance imaging
- brain images
- unsupervised learning
- information processing
- mri images
- medical imaging
- machine learning
- cerebral cortex
- ct images
- mr images
- x ray
- brain tissue
- functional brain
- mri data
- mental models
- deformable registration
- weakly supervised
- functional magnetic resonance imaging
- medical image analysis
- magnetic resonance images
- gray matter
- cognitive functions
- pairwise
- brain tumors
- high dimensional