2010
Multimodal MRI Analysis of Brain Subnetworks in Autism Using Multi-View EM
An M, Ho P, Staib L, Pelphrey K, Duncan J. Multimodal MRI Analysis of Brain Subnetworks in Autism Using Multi-View EM. 2010, 786-789. DOI: 10.1109/acssc.2010.5757672.Peer-Reviewed Original ResearchBiological motion taskFunctional subnetworksRegional signal changesPervasive developmental disorderMultimodal MRI AnalysisImage-derived biomarkersUnique mathematical approachAsperger syndromeWhite matter pathwaysBrain subnetworksASDDevelopmental disordersMotion tasksNeurodevelopmental disordersAutismGray matter locationsSubtle signsSignal changesDisordersTaskDevastating neurodevelopmental disorderImage-derived informationMRI analysisSubnetworksPeople
1999
Segmentation and measurement of the cortex from 3-D MR images using coupled-surfaces propagation
Zeng X, Staib L, Schultz R, Duncan J. Segmentation and measurement of the cortex from 3-D MR images using coupled-surfaces propagation. IEEE Transactions On Medical Imaging 1999, 18: 927-937. PMID: 10628952, DOI: 10.1109/42.811276.Peer-Reviewed Original ResearchConceptsImage-derived informationEasy initializationAutomatic segmentationEfficient segmentationMR imagesChallenging problemFinal representationManual segmentationThree-dimensional MR imagesSegmentationComputational efficiencyOutermost thin layerSuch problemsImagesTight couplingNew approachConvoluted natureRepresentationGeometric measurementsInitializationImplementationSulcal foldsBrain anatomyInformationConstraints
1998
Segmentation and measurement of the cortex from 3D MR images
Zeng X, Staib L, Schultz R, Duncan J. Segmentation and measurement of the cortex from 3D MR images. Lecture Notes In Computer Science 1998, 1496: 519-530. DOI: 10.1007/bfb0056237.Peer-Reviewed Original ResearchReal 3D MR imagesImage-derived informationEasy initializationAutomatic segmentationEfficient segmentationMR imagesChallenging problemFinal representationManual segmentationSegmentationComputational efficiencyOutermost thin layerImagesTight couplingNew approachConvoluted natureRepresentationGeometric measurementsInitializationSurface propagationImplementationBrain anatomyInformationConstraintsMethodVolumetric layer segmentation using coupled surfaces propagation
Zeng X, Staib L, Schultz R, Duncan J. Volumetric layer segmentation using coupled surfaces propagation. 2015 IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 1998, 708-715. DOI: 10.1109/cvpr.1998.698681.Peer-Reviewed Original ResearchMedical image analysisUseful image informationMagnetic resonance brain imagesImage-derived informationImage gradient informationLevel set implementationGray level valuesEasy initializationSegmentation problemImage informationAutomatic segmentationGradient informationSet implementationBrain imagesLayer segmentationComputational efficiencyNon-brain structuresLeft ventricle myocardiumImage analysisSegmentationInformationNew approachTest examplesSurface propagationVentricle myocardium
1988
Left Ventricular Motion and Shape Analysis Using Multiple Imaging Modalities
Duncan J, Staib L. Left Ventricular Motion and Shape Analysis Using Multiple Imaging Modalities. 1988, 457-470. DOI: 10.1007/978-1-4615-7263-3_30.Peer-Reviewed Original ResearchImage understanding systemImage-derived informationImage understandingQuantitative opinionsUnderstanding systemAvailability of dataEvidential reasoningMultiple imaging modalitiesReasoning strategiesRelative informationConcise waySpecific problemsLevel setsAnalysis systemDiagnostic imagesSystem assessmentCardiac shapeInformationLV motionPatient's heartKey featuresShape analysisDegree of confidenceSystemQuantitative results