Spatial Sequence Attention Network for Schizophrenia Classification from Structural Brain MR Images
Shaik N, Cherukuri T, Calhoun V, Ye D. Spatial Sequence Attention Network for Schizophrenia Classification from Structural Brain MR Images. 2024, 00: 1-5. DOI: 10.1109/isbi56570.2024.10635528.Peer-Reviewed Original ResearchCognitive abilitiesStructural MRIAttention mechanismSchizophrenia classificationChronic mental disordersIndividual cognitive abilitiesTransfer learning paradigmDeep learning methodologyMental disordersSchizophreniaFeature mapsFeature representationConvolutional blocksAttention networkBrain MR imagesLearning paradigmSocial interactionClassification of individualsStructural brain MR imagesGray matterLearning methodologyExcitable networksClinical datasetsBrainManual observationRevealing complex functional topology brain network correspondences between humans and marmosets
Li Q, Calhoun V, Iraji A. Revealing complex functional topology brain network correspondences between humans and marmosets. Neuroscience Letters 2024, 822: 137624. PMID: 38218321, DOI: 10.1016/j.neulet.2024.137624.Peer-Reviewed Original ResearchConceptsWhole-brain functional connectivityFunctional brain connectivityDorsal attention networkFunctional connectivity patternsBrain connectivityMarmoset monkey brainBrain networksTopological characteristicsMode networkFunctional connectivityCognitive functionVisual networkNon-human primatesMonkey brainAttention networkConnectivity patternsNeural connectionsBrainFunctional correspondenceConnectome