MRI Pulse Sequence Integration for Deep-Learning Based Brain Metastasis Segmentation.
Darvin YiEndre GrøvikMichael IvElisabeth TongKyrre Eeg EmblemLine Brennhaug NilsenCathrine SaxhaugAnna LatyshevaKari Dolven JacobsenÅslaug HellandGreg ZaharchukDaniel L. RubinPublished in: CoRR (2019)
Keyphrases
- deep learning
- tissue segmentation
- brain scans
- brain tumors
- brain structures
- magnetic resonance images
- medical images
- probabilistic atlas
- mri scans
- brain atlas
- brain tissue
- mr images
- brain mri
- unsupervised learning
- unsupervised feature learning
- mri data
- medical imaging
- magnetic resonance imaging
- machine learning
- mri images
- segmentation algorithm
- human brain
- magnetic resonance
- multiscale
- gray matter
- weakly supervised
- image segmentation
- mental models
- shape prior
- automatic segmentation
- segmentation method
- model selection
- lymph nodes
- breast cancer
- text classification
- semi supervised