Depression detection from sMRI and rs-fMRI images using machine learning
Marzieh Mousavian, Jianhua Chen, Zachary Traylor, Steven G. Greening
Topics & Concepts
Artificial intelligenceComputer scienceReceiver operating characteristicDiscriminative modelResting state fMRIPattern recognition (psychology)Major depressive disorderMachine learningNaive Bayes classifierConnectomeSupport vector machineFunctional connectivityPsychologyAmygdalaNeuroscienceFunctional Brain Connectivity StudiesAdvanced MRI Techniques and ApplicationsEEG and Brain-Computer Interfaces