CI-GNN: A Granger causality-inspired graph neural network for interpretable brain network-based psychiatric diagnosis
Kaizhong Zheng, Shujian Yu, Badong Chen
Topics & Concepts
AutoencoderSpurious relationshipArtificial intelligenceCausality (physics)Machine learningComputer scienceLeverage (statistics)Granger causalityGraphArtificial neural networkCausal modelConstraint (computer-aided design)Cognitive psychologyPsychologyMathematicsTheoretical computer scienceStatisticsGeometryQuantum mechanicsPhysicsFunctional Brain Connectivity StudiesMental Health Research TopicsEEG and Brain-Computer Interfaces