Identifying neuroimaging biomarkers in major depressive disorder using machine learning algorithms and functional near-infrared spectroscopy (fNIRS) during verbal fluency task
Lingyun Mao, Xin Hong, Maorong Hu
Topics & Concepts
Major depressive disorderVerbal fluency testFunctional near-infrared spectroscopyNeuroimagingPrefrontal cortexPsychologyDorsolateral prefrontal cortexAudiologyArtificial intelligenceCognitive psychologyClinical psychologyPsychiatryNeuropsychologyMedicineComputer scienceCognitionOptical Imaging and Spectroscopy TechniquesFunctional Brain Connectivity StudiesHeart Rate Variability and Autonomic Control