The alterations of brain functional connectivity networks in major depressive disorder detected by machine learning through multisite rs-fMRI data
Peishan Dai, Tong Xiong, Xiaoyan Zhou, Yilin Ou, Yang Li, Xiaoyan Kui, Zailiang Chen, Beiji Zou, Weihui Li, Zhongchao Huang
Topics & Concepts
Feature selectionSupport vector machineFunctional magnetic resonance imagingArtificial intelligenceMajor depressive disorderCross-validationPattern recognition (psychology)Sample size determinationMachine learningFeature (linguistics)Computer scienceFunctional connectivityPsychologyMoodStatisticsClinical psychologyNeuroscienceMathematicsLinguisticsPhilosophyFunctional Brain Connectivity StudiesMental Health Research TopicsAdvanced Graph Neural Networks