Functional connectivity network estimation with an inter-similarity prior for mild cognitive impairment classification
Weikai Li, Xiaowen Xu, Wei Jiang, Peijun Wang, Xin Gao
Abstract
inspection of the informative features showed that our method yielded more biologically meaningful functional brain connectivity.
Topics & Concepts
Discriminative modelArtificial intelligenceFunctional magnetic resonance imagingComputer scienceSimilarity (geometry)CognitionRegularization (linguistics)Pattern recognition (psychology)Human brainCognitive impairmentFunctional connectivityMachine learningGraphPsychologyNeuroscienceImage (mathematics)Theoretical computer scienceFunctional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and ApplicationsNeural dynamics and brain function