Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes.
Emanuel A. AzconaPierre BessonYunan WuArjun PunjabiAdam MartersteckAmil DravidTodd B. ParrishS. Kathleen BandtAggelos K. KatsaggelosPublished in: CoRR (2020)
Keyphrases
- classification accuracy
- machine learning
- diagnostic tool
- eeg signals
- pattern classification
- feature selection
- decision trees
- support vector
- image processing
- feature space
- healthy subjects
- small world
- electrical activity
- restricted boltzmann machine
- delaunay triangulation
- complex networks
- supervised learning
- feature extraction
- feature vectors
- image classification
- text classification
- bipartite graph
- graph theory
- graph structure
- weighted graph
- magnetic resonance images
- unsupervised learning
- deep learning
- semi supervised
- support vector machine
- image analysis
- early diagnosis
- disease diagnosis
- community structure
- complex diseases
- directed graph