Designing weighted correlation kernels in convolutional neural networks for functional connectivity based brain disease diagnosis
Biao Jie, Mingxia Liu, Chunfeng Lian, Feng Shi, Dinggang Shen
Topics & Concepts
Artificial intelligenceCorrelationComputer scienceConvolutional neural networkWeightingPattern recognition (psychology)Functional magnetic resonance imagingKernel (algebra)Pearson product-moment correlation coefficientMachine learningMathematicsNeuroscienceMedicineStatisticsPsychologyCombinatoricsGeometryRadiologyFunctional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and ApplicationsNeural dynamics and brain function