2004
Neighbor-Constrained Segmentation With Level Set Based 3-D Deformable Models
Yang J, Staib LH, Duncan JS. Neighbor-Constrained Segmentation With Level Set Based 3-D Deformable Models. IEEE Transactions On Medical Imaging 2004, 23: 940-948. PMID: 15338728, PMCID: PMC2838450, DOI: 10.1109/tmi.2004.830802.Peer-Reviewed Original ResearchMeSH KeywordsAlgorithmsBrainComputer SimulationElasticityHumansImage EnhancementImage Interpretation, Computer-AssistedImaging, Three-DimensionalInformation Storage and RetrievalMagnetic Resonance ImagingModels, BiologicalModels, StatisticalNumerical Analysis, Computer-AssistedPattern Recognition, AutomatedReproducibility of ResultsSensitivity and SpecificitySignal Processing, Computer-AssistedConceptsThree-dimensional medical imagesImage gray level informationGray level informationPoint distribution modelMedical imagesNeighbor objectsTraining imagesMedical imageryMultiple objectsDeformable modelObject shapeSynthetic dataLevel informationSegmentationMap shapeEstimation frameworkPosition relationshipPrior informationLevel set functionObjectsJoint probability distributionSet functionNeighboring shapesInformationImagesJoint Prior Models of Neighboring Objects for 3D Image Segmentation
Yang J, Duncan JS. Joint Prior Models of Neighboring Objects for 3D Image Segmentation. 2015 IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2004, 1: i-314-i-319. PMID: 20448825, PMCID: PMC2864486, DOI: 10.1109/cvpr.2004.1315048.Peer-Reviewed Original ResearchImage segmentationMultiple objectsNeighboring objectsVariation of objectsShape prior modelPrior modelMedical imagesInput imageTraining imagesPosteriori estimation modelMultidimensional dataTraining phasePoint correspondencesSegmentationMap shapeReference objectPrior knowledgePrior informationLevel set functionDistance functionEstimation modelObjectsImagesDifficult objectsJoint probability distributionFunctional Brain Image Analysis Using Joint Function-Structure Priors
Yang J, Papademetris X, Staib LH, Schultz RT, Duncan JS. Functional Brain Image Analysis Using Joint Function-Structure Priors. Lecture Notes In Computer Science 2004, 3217: 736-744. PMID: 20543899, PMCID: PMC2883266, DOI: 10.1007/978-3-540-30136-3_90.Peer-Reviewed Original Research
2003
Neighbor-Constrained Segmentation with 3D Deformable Models
Yang J, Staib LH, Duncan JS. Neighbor-Constrained Segmentation with 3D Deformable Models. Lecture Notes In Computer Science 2003, 18: 198-209. PMID: 15344458, DOI: 10.1007/978-3-540-45087-0_17.Peer-Reviewed Original ResearchConceptsImage gray level informationGray level informationNeighbor objectsMedical imagesTraining imagesMedical imageryMultiple objectsDeformable modelSynthetic dataLevel informationSegmentationMap shapeEstimation frameworkPrior informationLevel set functionObjectsJoint probability distributionSet functionInformationImagesNovel methodMaximum AJoint density functionProbability distributionFramework