Predicting differential diagnosis between bipolar and unipolar depression with multiple kernel learning on multimodal structural neuroimaging
Benedetta Vai, Lorenzo Parenti, Irene Bollettini, Cristina Cara, Chiara Verga, Elisa Melloni, Elena Mazza, Sara Poletti, Cristina Colombo, Francesco Benedetti
Topics & Concepts
Grey matterWhite matterNeuroimagingFractional anisotropyPsychologyBipolar disorderMajor depressive disorderDiffusion MRIMood disordersAnterior cingulate cortexVoxel-based morphometryFusiform gyrusParahippocampal gyrusNeuroscienceMedicineMoodMagnetic resonance imagingAmygdalaPsychiatryTemporal lobeRadiologyAnxietyFunctional magnetic resonance imagingCognitionEpilepsyAdvanced Neuroimaging Techniques and ApplicationsBipolar Disorder and TreatmentFunctional Brain Connectivity Studies