Identify abnormal functional connectivity of resting state networks in Autism spectrum disorder and apply to machine learning-based classification
Jiawei Sun, Rui Fan, Qing Wang, Qing Wang, Qian-Qian Wang, Qian-Qian Wang, Xize Jia, Huibin Ma
Topics & Concepts
Autism spectrum disorderResting state fMRIFunctional connectivitySupport vector machineIndependent component analysisPattern recognition (psychology)Functional magnetic resonance imagingArtificial intelligenceReceiver operating characteristicDefault mode networkClassifier (UML)NeuroscienceAutismComputer sciencePsychologyMachine learningDevelopmental psychologyFunctional Brain Connectivity StudiesNeural dynamics and brain functionEEG and Brain-Computer Interfaces