Multi-Scale Deep Learning of Clinically Acquired Multi-Modal MRI Improves the Localization of Seizure Onset Zone in Children With Drug-Resistant Epilepsy.
Jeong-Won JeongMin-Hee LeeNaoto KurodaKazuki SakakuraNolan O'HaraCsaba JuhászEishi AsanoPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- multi modal
- deep learning
- multiscale
- eeg signals
- unsupervised learning
- epileptic seizures
- magnetic resonance imaging
- machine learning
- eeg data
- multi modality
- magnetic resonance images
- weakly supervised
- image representation
- medical imaging
- high dimensional
- mr images
- natural images
- uni modal
- mental models
- image annotation
- brain computer interface
- low contrast
- superpixels
- pattern recognition
- high resolution
- brain activity
- image processing
- multiple modalities
- data mining