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
2002
Random Generation of Bayesian Networks
Ide J, Cozman F. Random Generation of Bayesian Networks. Lecture Notes In Computer Science 2002, 2507: 366-376. DOI: 10.1007/3-540-36127-8_35.Peer-Reviewed Original ResearchBayesian networkAcyclic graphConditional probability distributionNumber of arcsProbability distributionMarkov chainDirichlet distributionConditional distributionUniform generationNumber of nodesAverage propertiesRandom generationGraphNode degreeSuch networksSuch methodsAlgorithmNew methodNetworkDistributionTheoryInferenceConstraintsGuarantees