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| Back to [[NA-MIC_Collaborations:New|NA-MIC Collaborations]] | | Back to [[NA-MIC_Collaborations:New|NA-MIC Collaborations]] |
| __NOTOC__ | | __NOTOC__ |
− | == Diffusion Image Analysis == | + | = NA-MIC Internal Collaborations = |
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− | === Fiber Tract Extraction and Analysis === | + | {| cellpadding="10" border="1" |
| + | | style="width:33%" | [[Image:CingulumAllSubjectsFibers.png|300px]] |
| + | | style="width:33%" | [[Image:Sulcaldepth.png|300px]] |
| + | | style="width:33%" | [[Image:Mit_fmri_clustering_parcellation2_xsub.png|300px]] |
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− | {| cellpadding="10"
| + | |-align="center" |
− | | style="width:15%" | [[Image:Gatech caudateBands.PNG|200px]]
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− | | style="width:85%" |
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− | # [[Projects:FiberTractStatistics|Fiber Tract Statistics]] (Utah, UNC)
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− | # [[Projects:DiffusionMeasuresAlongFiberTracts|Diffusion measures alongs fiber tracts of the cingulum bundle]] (BWH, MIT, UNC)
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− | # [[Projects:ClusteringOfAnatomicallyDistinctFiberTracts|Clustering of anatomically distinct fiber tracts]] (BWH, MIT)
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− | | | [[Image:ZoomedResultWithModel.png|200px]]
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| + | == [[NA-MIC_Internal_Collaborations:DiffusionImageAnalysis|Diffusion Image Analysis]] == |
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− | == [[Projects:GeodesicTractographySegmentation|Geodesic Tractography Segmentation]] ==
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− | In this work, we provide an energy minimization framework which allows one to find fiber tracts and volumetric fiber bundles in brain diffusion-weighted MRI (DW-MRI). [[Projects:GeodesicTractographySegmentation|More...]]
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− | <font color="red">'''New: '''</font> J. Melonakos, E. Pichon, S. Angenet, and A. Tannenbaum. Finsler Active Contours. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2007 (in press).
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− | # [[Projects:CorpusCallosumFiberTractography|Corpus Callosum Fiber Tractography in Schizophrenia]] (Dartmouth, BWH, MIT)
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− | #[[Projects:DTINoiseStatistics|Tensor estimation and Monte-Carlo simulation]] (UNC, Utah)
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− | #[[Projects:DTIStochasticTractography|ITK Stochastic Tractography Filter]] (MIT, BWH)
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− | #[[Projects:DTIVolumetricWhiteMatterConnectivity|Volumetric White Matter Connectivity]] (Utah)
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− | #[[Projects:DTIPopulationAnalysis|DTI Atlas-Building]] (UNC, BWH)
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− | #[[Projects:InferiorFrontotemporalConnections|Inferior Frontotemporal Connections in Schizophrenia]] (BWH, MIT)
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− | #[[Projects:CorpusFiberClustering|Automatic Clustering of Corpus Callosum and FA Analysis]] (BWH, MIT)
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− | #[[Projects:FornixTractography|FA Analysis of Fornix Tractography in Schizophrenia]] (BWH, MIT)
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− | #[[Projects:DiffusionImageAnalysisGenetics|A Diffusion Tensor Imaging and Genetics Study of Psychosis Across the Lifespan - Project in Recruitment Phase]] (Toronto, BWH)
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− | === Fractional Anisotropy Analysis ===
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− | # [[Projects:CorpusCallosumRegionalFAAnalysis|Corpus Callosum Regional FA analysis in Schizophrenia]] (BWH, UNC, Dartmouth)
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− | # [[Projects:FractionalAnisotropyOfTheCorpusCallosumAndAnteriorCommissure|Fractional Anisotropy of the Corpus Callosum and Anterior Commissure]] (BWH, MIT, Dartmouth)
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− | # [[Projects:FractionalAnisotrophyInTheUncinateFasciculus|Fractional Anisotrophy in the Uncinate Fasciculus in Schizophrenia and Bipolar I Disorder--replication and extension of Kubicki study]] (Dartmouth, BWH)
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− | # [[Projects:ProbabilisticCorpusCallosumAnalysis|Corpus Callosum Probabilistic Subdivision and FA Analysis]] (BWH, UNC)
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− | === Path of Interest Analysis ===
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− | #[[Projects:IntegrityOfFrontoTemporalCircuitry|Integrity of Fronto-Temporal Circuitry in Schizophrenia using Path of Interest Analysis]] (Dartmouth, MGH, Isomics, BWH)
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− | #[[Projects:DTIPathOfInterest|ITK implementation of POIStats, and Integration into Slicer3]] (MGH, Isomics),
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− | #[[Projects:DTIPathOfInterest|Dartmouth Data Image Format Compatibility in Application of POIStats]] (MGH, Isomics, Kitware, Dartmouth)
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− | #[[Projects:ConnectingRegionsOfFunctionalActivation|Anatomical Connectivity of Regions of Functional Activation]] (BWH)
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− | === Validation ===
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− | # [[Projects:DTIValidation|DTI Validation]] (UCI, MGH, UNC, MIT)
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− | === Algorithm/Software Infrastructure ===
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− | # [[Projects:DTISoftwareAndAlgorithmInfrastructure|DTI Software/Algorithm Infrastructure]] (Utah, UNC)
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− | # [[Projects:TensorBasedStatistics|Tensor based statistics]] (BWH, Utah)
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− | # [[Projects:DiffusionTensorImageFiltering|Diffusion tensor image filtering]] (Utah, BWH)
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− | # [[Projects:NonRigidEPIRegistration|Non-rigid EPI Registration]] (MGH, Kitware, Dartmouth)
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− | # [[Projects:FiberToolsSlicerIntegration|Fiber Tools Integration with Slicer 3]] (UNC, GE, Isomics)
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− | # [[Projects:DTIRicianNoiseRemoval|Rician Noise Remvoal in Diffusion Tensor MRI]] (Utah)
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− | # [[Projects:DWMRIGeodesicActiveContours|Finsler Tractography in ITK]] (Georgia Tech, Kitware): [[Media:2007_Project_Half_Week_FinslerTractography.ppt| 4-block PPT Jan 2007]]
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− | # [[Projects:DWMRIGeodesicActiveContours|Finsler Levelsets in ITK]] (Georgia Tech, Kitware): [[Media:2007_Project_Half_Week_FinslerLevelsets.ppt| 4-block PPT Jan 2007]]
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− | # [[Projects:LMMSERicianDWINoiseRemoval|Restoration of DWI data using a Rician LMMSE Estimator]] (BWH)
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− | == Structural Image Analysis ==
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− | === Image Segmentation ===
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− | | | [[Image:Fig67.png|200px|]]
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| + | == [[NA-MIC_Internal_Collaborations:StructuralImageAnalysis|Structural Image Analysis]] == |
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− | == [[Projects:KnowledgeBasedBayesianSegmentation|Knowledge-Based Bayesian Segmentation]] ==
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− | This ITK filter is a segmentation algorithm that utilizes Bayes's Rule along with an affine-invariant anisotropic smoothing filter. [[Projects:KnowledgeBasedBayesianSegmentation|More...]]
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− | <font color="red">'''New: '''</font> J. Melonakos, Y. Gao, and A. Tannenbaum. Tissue Tracking: Applications for Brain MRI Classification. SPIE Medical Imaging, 2007.
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− | # [[Projects:InterleavedSegmentationAndRegistration|Brain Tissue Classification and Subparcellation of Brain Structures]] (BWH, MIT, Kitware)
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− | | | [[Image:Striatum1.png|200px|]]
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| + | == [[NA-MIC_Internal_Collaborations:fMRIAnalysis|fMRI Analysis]] == |
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− | == [[Projects:RuleBasedStriatumSegmentation|Rule-Based Striatum Segmentation]] ==
| + | |} |
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− | In this work, we provide software to semi-automate the implementation of segmentation procedures based on expert neuroanatomist rules for the striatum. [[Projects:RuleBasedStriatumSegmentation|More...]]
| + | = Driving Biological Problems (2007 - 2010): Roadmap Projects = |
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− | <font color="red">'''New: '''</font> Al-Hakim, et al. Parcellation of the Striatum. SPIE MI 2007.
| + | {| cellpadding="10" border="1" |
− | | + | | style="width:15%" | [[Image:Cingulum1.jpg|200px]] |
− | |- | + | | style="width:85%" | |
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− | | | [[Image:Dlpfc1.jpg|200px|]]
| + | == [[ProjectWeek200706:ContrastingTractographyMeasures|Contrasting Tractography Measures]] == |
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− | == [[Projects:RuleBasedDLPFCSegmentation|Rule-Based DLPFC Segmentation]] ==
| + | This project represents a new initiative to build upon a shared vision among Cores 1, 3 and 5 that the field of medical image analysis would be well served by work in the area of validation, calibration and assessment of reliability in DW-MRI image analysis. [[ProjectWeek200706:ContrastingTractographyMeasures|More...]] |
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− | In this work, we provide software to semi-automate the implementation of segmentation procedures based on expert neuroanatomist rules for the dorsolateral prefrontal cortex. [[Projects:RuleBasedDLPFCSegmentation|More...]]
| + | <font color="red">'''New: '''</font> [[SanteFe.Tractography.Conference|Contrasting Tractography Methods Conference]], Santa Fe, October 1-2, 2007. |
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− | <font color="red">'''New: '''</font> Al-Hakim, et al. A Dorsolateral Prefrontal Cortex Semi-Automatic Segmenter. SPIE MI 2006. | |
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− | | | [[Image:Gatech caudateBands.PNG|200px]] | + | | | [[Image:ProstateDiagram.png|200px]] |
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− | == [[Projects:MultiscaleShapeSegmentation|Multiscale Shape Segmentation Techniques]] == | + | == [[ProjectWeek200706:BrachytherapyNeedlePositioningRobotIntegration|Brachytherapy Needle Positioning Robot Integration]] == |
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− | To represent multiscale variations in a shape population in order to drive the segmentation of deep brain structures, such as the caudate nucleus or the hippocampus. [[Projects:MultiscaleShapeSegmentation|More...]]
| + | The Queen’s/Hopkins team is developing novel devices and procedures for cancer interventions, including biopsy and therapies. Our goal for the programming week is to design and start implementing software for the new MRI Brachytherapy needle positioning robot. [[ProjectWeek200706:BrachytherapyNeedlePositioningRobotIntegration|More...]] |
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− | <font color="red">'''New: '''</font> Delphine Nain won the best student paper at [[MICCAI_2006|MICCAI 2006]] in the category "Segmentation and Registration" for her paper entitled "Shape-driven surface segmentation using spherical wavelets" by D. Nain, S. Haker, A. Bobick, A. Tannenbaum. | + | <font color="red">'''New: '''</font> Meeting at JHU on July 17-19, 2007. |
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− | | | [[Image:Stochastic-snake.png|200px|]] | + | | | [[Image:Lupus.png|200px]] |
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− | == [[Projects:StochasticMethodsSegmentation|Stochastic Methods for Segmentation]] == | + | == [[DBP2:MIND:Roadmap|Brain Lesion Analysis in Neuropsychiatric Systemic Lupus Erythematosus]] == |
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− | New stochastic methods for implementing curvature driven flows for various medical tasks such as segmentation. [[Projects:StochasticMethodsSegmentation|More...]]
| + | Our goal is to automatically, or with little or no manual human rater input, accurately tissue classify our example lupus data-set into gray, white, csf, and lesion classes. |
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− | <font color="red">'''New: '''</font> Currently under investigation. | + | <font color="red">'''New: '''</font> Participants in the Summer 2007 NA-MIC Project Week. |
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− | | | [[Image:Gatech SlicerModel2.jpg|200px]] | + | | | [[Image:Itksnap.jpg|200px]] |
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− | == [[Projects:StatisticalSegmentationSlicer2|Statistical/PDE Methods using Fast Marching for Segmentation]] == | + | == [[ProjectWeek200706:CorticalThicknessForAutism|Cortical Thickness for Autism]] == |
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− | This Fast Marching based flow was added to Slicer 2. [[Projects:StatisticalSegmentationSlicer2|More...]]
| + | Our goal is to begin a longitudinal study of early brain development by cortical thickness in autistic children and controls (2 years with follow-up at 4 years). We want to be able to make statistical group comparisons. [[ProjectWeek200706:CorticalThicknessForAutism|More...]] |
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| + | <font color="red">'''New: '''</font> Participation in the NA-MIC Summer 2007 Project Week. |
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− | # [[Projects:AutomaticFullBrainSegmentation|Atlas Renormalization for Improved Brain MR Image Segmentation across Scanner Platforms]] (MGH)
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− | # [[Projects:EMSegmenterSoftwareDevelopment| EMSegmenter Software Development]] (BWH, MIT, Kitware) [[Media:2007_Project_Half_Week_EMSegment.ppt | 4-block PPT Jan 2007]]
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− | === Image Registration ===
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− | | | [[Image:Results brain sag.JPG|200px|]]
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− | == [[Projects:OptimalMassTransportRegistration|Optimal Mass Transport Registration]] ==
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− | The goal of this project is to implement a computationaly efficient Elastic/Non-rigid Registration algorithm based on the Monge-Kantorovich theory of optimal mass transport for 3D Medical Imagery. Our technique is based on Multigrid and Multiresolution techniques. This method is particularly useful because it is parameter free and utilizes all of the grayscale data in the image pairs in a symmetric fashion and no landmarks need to be specified for correspondence. [[Projects:OptimalMassTransportRegistration|More...]]
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− | <font color="red">'''New: '''</font> Tauseef ur Rehman, A. Tannenbaum. Multigrid Optimal Mass Transport for Image Registration and Morphing. SPIE Conference on Computational Imaging V, Jan 2007. | |
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− | #[[Projects:NonRigidRegistration|Parallelization of ITK for deformable registration]] (Kitware, GE, Utah), [[Media:2007_Project_Half_Week_ITKRegistrationParallelization.ppt| 4-block PPT Jan 2007]]
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− | #[[Projects:GroupwiseRegistration|Group-wise Registration of Medical Images]] (MIT, BWH, MGH), [[Media:2007_Project_Half_Week_GroupWiseRegistration2.ppt| 4-block PPT Jan 2007]]
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− | === Morphometric Measures and Shape Analysis ===
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− | # [[Projects:ShapeAnalysisOfCaudateAndCorpusCallosum|Shape Analysis for the caudate and corpus callosum data]] (BWH, UNC, Georgia Tech, Dartmouth)
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− | # [[Projects:ShapeAnalysisOfHippocampus|Shape Analysis of the hippocampus]] (Dartmouth, UNC, BWH)
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− | | | [[Image:Basis membership.png|200px]]
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− | == [[Projects:MultiscaleShapeAnalysis|Multiscale Shape Analysis]] ==
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− | We present a novel method of statistical surface-based morphometry based on the use of non-parametric permutation tests and a spherical wavelet (SWC) shape representation. [[Projects:MultiscaleShapeAnalysis|More...]]
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− | <font color="red">'''New: '''</font> D. Nain, M. Styner, M. Niethammer, J. J. Levitt, M E Shenton, G Gerig, A. Bobick, A. Tannenbaum. Statistical Shape Analysis of Brain Structures using Spherical Wavelets. Accepted in The Fourth IEEE International Symposium on Biomedical Imaging (ISBI ’07) that will be held April 12-15, 2007 in Metro Washington DC, USA.
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− | # [[Projects:Shape AnalysisUsingLONIPipeline|UNC Shape Analysis with LONI pipeline for clinical investigators]] (UNC, UCLA)
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− | # [[Projects:GenericPopulationStudies|Population Studies]] (UNC, GE)
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− | # [[Projects:MorphometricMeasuresForMildCognitiveImpairment|Multi-site morphometry in Mild Cognitive Impairment]] (UCI, mBIRN?)
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− | # [[Projects:MultiSiteMorphometry|Multi-site morphometry in Schizophrenia]] (UCI, FBIRN)
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− | # [[Projects:AutomatedShapeModelConstruction|Automated shape model construction]] (Utah, BWH)
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− | # [[Projects:NeuralSubstratesOfApathy|Neural substrates of apathy in schizophrenia]] (Dartmouth, Isomics)
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− | # [[Projects:CorticalSurfaceShapeAnalysisUsingSphericalWavelets|Cortical Surface Shape Analysis Based on Spherical Wavelets]] (MGH)
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− | # [[Projects:TopologyCorrectionNonSeparatingLoops|Geometrically-Accurate Topology-Correction of Cortical Surfaces using Non-Separating Loops]] (MGH)
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− | # [[Projects:SphericalWaveletsInITK|ITK Spherical Wavelet Transform Filter]] (Georgia Tech,GE, Kitware): [[Media:2006_Project_Week_MIT_SphericalWaveletInITK.ppt| 4-block PPT Summer 2006]],[[Media:2007_Project_Half_Week_SphericalWaveletInITK.ppt| 4-block PPT Jan 2007]]
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− | # [[Projects:MultiscaleShapeAnalysis|UNC shape analysis with Spherical Wavelet Features]] (GaTech, UNC): [[Media:2007_Project_Half_Week_ShapeAnalysis_WithSphericalWavelets.ppt| 4-block PPT Jan 2007]]
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− | # [[Projects:ShapeAnalysisFrameworkUsingSPHARMPDM| Integrating KWMeshVisu into Slicer]] (UNC, Kitware), [[Media:2006_AHM_Programming_Half_week_MeshVisu.ppt|4-block PPT Jan 2006]], [[Media:2007_AHM_Programming_Half_week_MeshVisu.ppt |4-block PPT Jan 2007 ]]
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− | # [[Projects:ShapeAnalysisFrameworkUsingSPHARMPDM| Integrating UNC Shape Analysis into Slicer]] (UNC, Kitware)
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− | # [[Projects:PopulationBasedCorrespondence | Correspondence of complex structures using (Curvature + Location) MDL]] (UNC)
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− | # Qdec - a GUI front-end tool for GLM-based group analysis of Freesurfer-processed subject morphometry data (MGH): [http://surfer.nmr.mgh.harvard.edu/fswiki/Qdec Freesurfer wiki page]
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− | # [[Projects:ParticlesForShapesAndComplexes| Adaptive, Particle-Based Sampling for Shapes and Complexes]] (Utah, UNC)
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− | # [[Projects:ThicknessSlicer3Module| Thickness Slicer3 Module]] (BWH, Isomics)
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− | # [[Projects:GenusZeroSlicer3Module| Genus Zero Slicer3 Module]] (BWH, Isomics)
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− | # [[Projects:MorphometryFrontalCircuitry|Morphometry of Frontal circuitry in patients with schizophrenia with and without co-occurring substance use disorder]] (Dartmouth, Isomics)
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− | == fMRI Analysis ==
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− | === Functional Activation Analysis ===
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− | # [[Projects:NeuralSubstratesOfWorkingMemoryInSchizophrenia|Neural Substrates of Working Memory in Schizophrenia: A Parametric 3-Back Study]] (Dartmouth, Harvard)
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− | # [[Projects:BrainActivationDuringContinuousVerbalEncodingAndRecognitionTaskInSchizophrenia|Brain Activation during a Continuous Verbal Encoding and Recognition Task in Schizophrenia]] (Dartmouth, Harvard)
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− | # [[Projects:FrontoTemporalConnectivityInSchizophreniaDuringSemanticMemory|Fronto-Temporal Connectivity in Schizophrenia during Semantic Memory]] (Dartmouth, Harvard)
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− | # [[Projects:ImagingPhenotypesInSchizophrenicsAndControls|Imaging Phenotypes in Schizophrenics and Controls]] (UCI, Toronto)
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− | # [[Projects:AttentionalCircuitsInSchizophreniaInfMRIAndPET|Attentional Circuits in Schizophrenia as revealed by fMRI and PET]] (UCI)
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− | # [[Projects:fMRIAnalysisAnxietyDisorder| Serotonergic / dopaminergic genes and processing of threatening stimuli in panic disorder: an imaging genetics study]] (Toronto)
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− | === Algorithm and Software Infrastructure ===
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− | # [[Projects:fMRIStatisticsSoftwareInfrastructure|fMRI Statistics Software Infrastructure]] (GE, Isomics, Kitware, MIT)
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− | # [[Projects:SpatialRegularizationForfMRIDetection|Spatial Regularization for fMRI Detection]] (MIT, Harvard)
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− | | | [[Image:Brain-flat.PNG|200px]]
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− | == [[Projects:ConformalFlatteningRegistration|Conformal Flattening]] ==
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− | The goal of this project is for better visualizing and computation of neural activity from fMRI brain imagery. Also, with this technique, shapes can be mapped to shperes for shape analysis, registration or other purposes. Our technique is based on conformal mappings which map genus-zero surface: in fmri case cortical or other surfaces, onto a sphere in an angle preserving manner. [[Projects:ConformalFlatteningRegistration|More...]]
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− | <font color="red">'''New: '''</font> Y. Gao, J. Melonakos, and A. Tannenbaum. Conformal Flattening ITK Filter. ISC/NA-MIC Workshop on Open Science at MICCAI 2006.
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| + | |} |
| == NA-MIC Kit == | | == NA-MIC Kit == |
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| # [[NA-MIC/Projects/Diffusion_Image_Analysis/FreeSurfer_NRRD_IO|FreeSurfer NRRD IO]] | | # [[NA-MIC/Projects/Diffusion_Image_Analysis/FreeSurfer_NRRD_IO|FreeSurfer NRRD IO]] |
| # [[Algorithm:MGH:FreeSurferNumericalRecipiesReplacement|FreeSurfer Numerical Recipies Replacement]] | | # [[Algorithm:MGH:FreeSurferNumericalRecipiesReplacement|FreeSurfer Numerical Recipies Replacement]] |
− | # [[Slicer3:Fluorescence and Electron Microscopy Support | Slicer3 Fluorescence and Electron Microscopy Support]] | + | # [https://www.slicer.org/wiki/Slicer3:Fluorescence_and_Electron_Microscopy_Support Slicer3 Fluorescence and Electron Microscopy Support] |