Deep Graph Similarity Learning for Brain Data Analysis
Ma G, Ahmed N, Willke T, Sengupta D, Cole M, Turk-Browne N, Yu P. Deep Graph Similarity Learning for Brain Data Analysis. 2019, 2743-2751. DOI: 10.1145/3357384.3357815.Peer-Reviewed Original ResearchGraph convolutional networkAUC gainConvolutional networkLearning frameworkMulti-subject fMRI data analysisSiamese neural networkBrain network representationsHigh-order proximityPotential use casesBrain data analysisBrain disease diagnosisMetric-based approachReal fMRI datasetsUse casesSimilarity learningBrain connectivity networksHigher-order convolutionsNeural networkTwin networkFMRI data analysisSpectral embeddingNetwork representationData analysisNetworkBrain network analysis