2016
Information Fusion for Cocaine Dependence Recognition Using fMRI
Faria F, Cappabianco F, Li C, Ide J. Information Fusion for Cocaine Dependence Recognition Using fMRI. 2016, 1107-1112. DOI: 10.1109/icpr.2016.7899784.Peer-Reviewed Original ResearchDistinct feature setsInformation fusion approachEnsemble of classifiersInformation fusionFeature extractionFMRI classificationFeature setsFusion approachArt methodsClassification accuracyExtensive evaluationFinal accuracyNew featuresExperimental resultsTraditional methodologiesClassificationAccuracyPattern analysisClassifierHuman lifeMulti-voxel pattern analysisConnectivity measuresPowerful toolMethodologyRecognition
2011
AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERING
Cappabianco F, Ide J, Falcão A, Li C. AUTOMATIC SUBCORTICAL TISSUE SEGMENTATION OF MR IMAGES USING OPTIMUM-PATH FOREST CLUSTERING. 2011, 2653-2656. DOI: 10.1109/icip.2011.6116212.Peer-Reviewed Original ResearchOptimum-Path Forest ClusteringAutomatic MR image segmentationMR image segmentationLocal image propertiesSegmentation accuracyOptimum connectivityFeature spaceGlobal informationTissue segmentationImage propertiesMR imagesPopular techniqueProbabilistic atlasExtant methodsSegmentationImportant issueImagesProbability valuesWhite matter voxelsAlgorithmVoxelsClusteringNew methodAccuracyConnectivity