A proof of concept machine learning analysis using multimodal neuroimaging and neurocognitive measures as predictive biomarker in bipolar disorder
Rashmin Achalia, Anannya Sinha, Arpitha Jacob, Garimaa Achalia, Varsha Kaginalkar, Ganesan Venkatasubramanian, Naren P. Rao
Topics & Concepts
NeurocognitiveNeuroimagingBipolar disorderNeuropsychologyDiffusion MRIBiomarkerPsychologyDementiaSupport vector machineFractional anisotropyMachine learningArtificial intelligenceClinical psychologyMedicineCognitionPsychiatryMagnetic resonance imagingInternal medicineComputer scienceRadiologyChemistryBiochemistryDiseaseBipolar Disorder and TreatmentSchizophrenia research and treatmentFunctional Brain Connectivity Studies