Our results demonstrate that the multimodal joint fusion approach outperforms the classification results obtained with data acquired by a single MRI modality as it efficiently exploits the complementarity of structural and functional brain information.
Keyphrases
- deep learning
- resting state
- autism spectrum disorder
- white matter
- machine learning
- health information
- functional connectivity
- magnetic resonance imaging
- cerebral ischemia
- artificial intelligence
- contrast enhanced
- convolutional neural network
- big data
- electronic health record
- pain management
- healthcare
- computed tomography
- intellectual disability
- multiple sclerosis
- brain injury
- attention deficit hyperactivity disorder
- subarachnoid hemorrhage
- chronic pain
- social media