2024
Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment
Baker B, Salman M, Fu Z, Iraji A, Osuch E, Bockholt H, Calhoun V. Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment. 2024, 00: 1-5. DOI: 10.1109/isbi56570.2024.10635741.Peer-Reviewed Original ResearchTreatment of mood disordersMood disordersCourse of antidepressantsFunctional network connectivity measuresMedication classesMood disorder treatmentNeuroimaging featuresComplex behavioral symptomsNetwork connectivity measuresMood stabilizersNon-respondersBehavioral symptomsDisorder treatmentNeuroimaging scansResting state functional networksNeural featuresConnectivity measuresFunctional networksMoodDisordersEffective courseAntidepressantsClinical decision supportClinical treatmentSymptoms
2023
Identifying psychosis subtypes use individualized covariance structural differential networks and multi-site clustering
Ji Y, Pearlson G, Bustillo J, Kochunov P, Turner J, Jiang R, Shao W, Zhang X, Fu Z, Li K, Liu Z, Xu X, Zhang D, Qi S, Calhoun V. Identifying psychosis subtypes use individualized covariance structural differential networks and multi-site clustering. Schizophrenia Research 2023, 264: 130-139. PMID: 38128344, DOI: 10.1016/j.schres.2023.12.013.Peer-Reviewed Original ResearchPsychosis subtypesSchizoaffective disorderBipolar disorderClinical phenotypeFirst-degree relativesTemporal-occipital cortexAmygdala-hippocampusClinical symptomsNeuroimaging featuresBipolar-Schizophrenia NetworkBrain alterationsHealthy controlsIntermediate Phenotypes (B-SNIP) consortiumOccipital cortexDecreased connectivitySubtypesStructural covarianceFractional amplitudeSubtype IILow-frequency fluctuationsNeurobiological heterogeneityGreater predispositionPsychosis spectrumGroup differencesDiagnostic classification