A Nearest Neighbor Propagation-Based Partial Label Learning Method for Identifying Biotypes of Psychiatric Disorders
Du Y, Li B, Niu J, Calhoun V. A Nearest Neighbor Propagation-Based Partial Label Learning Method for Identifying Biotypes of Psychiatric Disorders. IFMBE Proceedings 2024, 104: 301-308. DOI: 10.1007/978-3-031-51485-2_32.Peer-Reviewed Original ResearchFunctional magnetic resonance imagingPsychiatric disordersSchizoaffective disorderFunctional connectivityFunctional magnetic resonance imaging dataDiagnosis of psychiatric disordersSchizoaffective disorder patientsBrain functional connectivityHealthy controlsIncrease diagnostic reliabilityBipolar disorderSZ patientsNeuroimaging measuresPartial label learning methodDisordersSchizophreniaMagnetic resonance imagingNeuroscience fieldValid informationLabel learningDiagnostic reliabilityLearning methodsResonance imagingPartial label learningExtract valid information