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Back to [[NA-MIC_Collaborations|NA-MIC_Collaborations]]
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= NA-MIC Internal Collaborations =
  
'''Objective:''' We are developing a software infrastructure within ITK for DTI analysis. This includes algorithms for statistical analysis of diffusion tensors, fiber tractography, image filtering and registration.
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This is a list of all collaborative projects within NA-MIC. These projects form the basis of the progress reports submitted to the NIH. These collaborations are between team members of the various [[Cores|cores]] of NA-MIC.
  
'''Progress:'''
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== Diffusion Image Analysis ==
  
* ''Geometric tools for diffusion tensor analysis.'' We have built a framework for geometric computations on tensors. This includes vector space operations on tensors as well as nonlinear operations that preserve the positive eigenvalues of the tensors. These geometric methods are the foundation for many of the tools below.
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=== Fiber Tract Extraction and Analysis ===
* ''Statistical tools for diffusion tensor analysis.'' We have implemented methods for computing averages, covariances, and statistical group comparisons of diffusion tensor data.
 
* ''Fiber tractography.'' We have developed software for tracking and viewing white matter fiber tracts. This tool has been combined with the statistical methods above for analysis and group comparisons of diffusion tensor data along white matter tracts.
 
* ''Diffusion Tensor image filtering.'' We are building a framework within ITK for filtering diffusion tensor images. This includes several methods from the literature and both methods that filter estimated tensor fields and those that filter the original diffusion weighted data.
 
* ''Diffusion Tensor image registration.'' We are building a framework within ITK for registration of diffusion tensor images. This requires image match metrics, interpolation of tensor images, and tensor image transformations.
 
  
''Reference:'' Corouge, I., Fletcher, P.T., Joshi, S., Gilmore, J.H., Gerig, G. Fiber Tract-Oriented Statistics for Quantitative Diffusion Tensor MRI Analysis, presented at MICCAI 2005.
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Fiber_Tract_Statistics|Fiber Tract Statistics]] (Utah, UNC)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Diffusion_measures_alongs_fiber_tracts_of_the_cingulum_bundle|Diffusion measures alongs fiber tracts of the cingulum bundle]] (Harvard, MIT, UNC)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Clustering_of_anatomically_distinct_fiber_tracts|Clustering of anatomically distinct fiber tracts]] (Harvard, MIT)
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# [[Algorithm:GATech:Finsler_Active_Contour_DWI|Anisotropic Conformal Metrics for DTI Tractography]] (Georgia Tech, Harvard)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Corpus_Callosum_Fiber_Tractography_in_Schizophrenia|Corpus Callosum Fiber Tractography in Schizophrenia]] (Dartmouth, Harvard, MIT)
  
'''Key Investigators:'''
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=== Fractional Anisotropy Analysis ===
  
* Utah: Tom Fletcher, Ross Whitaker
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Corpus_Callosum_Regional_FA_analysis_in_Schizophrenia|Corpus Callosum Regional FA analysis in Schizophrenia]] (Harvard, UNC, Dartmouth)
* UNC: Isabelle Corouge, Casey Goodlett, Guido Gerig
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Fractional_Anisotropy_of_the_Corpus_Callosum_and_Anterior_Commissure|Fractional Anisotropy of the Corpus Callosum and Anterior Commissure]] (Harvard, MIT, Dartmouth)
* GE: Jim Miller
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Fractional_Anisotrophy_in_the_Uncinate_Fasciculus_in_Schizophrenia_and_Bipolar_I_Disorder--replication_and_extension_of_Kubicki_study|Fractional Anisotrophy in the Uncinate Fasciculus in Schizophrenia and Bipolar I Disorder--replication and extension of Kubicki study]] (Dartmouth, Harvard)
  
'''Links:'''
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=== Path of Interest Analysis ===
  
* [[Progress_Report:Diffusion_Tensor_Statistics|Diffusion Tensor Statistics Progress Report]]
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Integrity_of_Fronto-Temporal_Circuitry_in_Schizophrenia_using_Path_of_Interest_Analysis|Integrity of Fronto-Temporal Circuitry in Schizophrenia using Path of Interest Analysis]] (Dartmouth, MGH, Isomics, Harvard)
  
'''Representative Image and Descriptive Caption:'''
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=== Validation ===
  
<div class="thumb tleft"><div style="width: 822px">[[Image:Tensor_interp.jpg|[[Image:Tensor_interp.jpg|Interpolation from a coronal slice of a DTI using the nonlinear averaging. Original data is on the left; the right image is created by up-sampling the image by two.]]]]<div class="thumbcaption"><div class="magnify" style="float: right">[[Image:Tensor_interp.jpg|[[Image:magnify-clip.png|Enlarge]]]]</div>Interpolation from a coronal slice of a DTI using the nonlinear averaging. Original data is on the left; the right image is created by up-sampling the image by two.</div></div></div>
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/DTI_Validation|DTI Validation]] (UCI, MGH, UNC, MIT)
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=== Algorithm/Software Infrastructure ===
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/DTI_Software_and_Algorithm_Infrastructure|DTI Software/Algorithm Infrastructure]] (Utah, UNC)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Tensor_based_statistics|Tensor based statistics]] (Harvard, Utah)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Diffusion_tensor_image_filtering|Diffusion tensor image filtering]] (Utah, Harvard)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Non-rigid_EPI_Registration|Non-rigid EPI Registration]] (Harvard/MGH, Kitware, Dartmouth)
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# [[NA-MIC/Projects/Diffusion_Image_Analysis/Fiber_Tools_Slicer_Integration|Fiber Tools Integration with Slicer 3]] (UNC, GE, Isomics)
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== Structural Image Analysis ==
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=== Image Segmentation ===
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# [[Algorithm:GATech:Knowledge_Based_Bayesian_Segmentation|Knowledge-Based Bayesian Classification and Segmentation]] (Georgia Tech, Kitware)
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# [[NA-MIC/Projects/Structural/Segmentation/Interleaved_Segmentation_and_Registration|Brain Tissue Classification and Subparcellation of Brain Structures]] (Harvard, MIT, Kitware)
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# [[Algorithm:GATech:Rule_Based_Segmentation|Rule based segmentation: Striatum]] (Georgia Tech, Harvard, Isomics, Kitware)
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# [[Algorithm:GATech:Rule_Based_Segmentation|Rule based segmentation: DLPFC]] (Georgia Tech, UCI, Isomics, Kitware)
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# [[Algorithm:GATech:Multiscale_Shape_Segmentation|Multiscale Shape Segmentation Techniques]] (Georgia Tech, Harvard)
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# [[NA-MIC/Projects/Structural/Segmentation/Stochastic_Methods_for_Segmentation|Stochastic Methods for Segmentation]] (Georgia Tech)
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# [[Algorithm:GATech:Statistical_Segmentation_Slicer_2|Statistical/PDE methods for Segmentation]] (Georgia Tech)
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=== Image Registration ===
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# [[Algorithm:GATech:Optimal_Mass_Transport_Registration|Optimal Mass Transport for Registration]] (Georgia Tech, Harvard)
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=== Morphometric Measures and Shape Analysis ===
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# [[NA-MIC/Projects/Structural/Shape_Analysis/Caudate_and_Corpus_Callosum|Shape Analysis for the caudate and corpus callosum data]] (Harvard, UNC, Georgia Tech, Dartmouth)
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# [[NA-MIC/Projects/Structural/Shape_Analysis/Hippocampus|Shape Analysis of the hippocampus]] (Dartmouth, UNC, Harvard)
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# [[Algorithm:GATech:Multiscale_Shape_Analysis|Multiscale Shape Analysis applied to Caudate and Hippocampus]] (Georgia Tech, Harvard, UNC)
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# [[NA-MIC/Projects/Structural/Shape_Analysis/Using_LONI_Pipeline|UNC Shape Analysis with LONI pipeline for clinical investigators]] (UNC, UCLA)
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# [[NA-MIC/Projects/Structural/Population_Studies|Population Studies]] (UNC, GE)
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# [[NA-MIC/Projects/Structural/Morphometric_Measures/Mild_Cognitive_Impairment|Multi-site morphometry in Mild Cognitive Impairment]] (UCI, mBIRN?)
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# [[NA-MIC/Projects/Structural/Morphometric_Measures/Schizophrenia/Muti-site_Morphometry|Multi-site morphometry in Schizophrenia]] (UCI, FBIRN)
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# [[NA-MIC/Projects/Structural/Shape_Analysis/Automated_shape_model_construction|Automated shape model construction]] (Utah, Harvard)
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# [[NA-MIC/Projects/Structural/Morphometric_Measures/Schizophrenia/Neural_Substrates_of_Apathy|Neural substrates of apathy in schizophrenia]] (Dartmouth, Isomics)
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== fMRI Analysis ==
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=== Functional Activation Analysis ===
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# [[NA-MIC/Projects/fMRI_Analysis/Neural_Substrates_of_Working_Memory_in_Schizophrenia:_A_Parametric_3-Back_Study|Neural Substrates of Working Memory in Schizophrenia: A Parametric 3-Back Study]] (Dartmouth, Harvard)
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# [[NA-MIC/Projects/fMRI_Analysis/Brain_Activation_during_a_Continuous_Verbal_Encoding_and_Recognition_Task_in_Schizophrenia|Brain Activation during a Continuous Verbal Encoding and Recognition Task in Schizophrenia]] (Dartmouth, Harvard)
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# [[NA-MIC/Projects/fMRI_Analysis/Fronto-Temporal_Connectivity_in_Schizophrenia_during_Semantic_Memory|Fronto-Temporal Connectivity in Schizophrenia during Semantic Memory]] (Dartmouth, Harvard)
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# [[NA-MIC/Projects/fMRI_Analysis/Imaging_Phenotypes_in_Schizophrenics_and_Controls|Imaging Phenotypes in Schizophrenics and Controls]] (UCI, Toronto)
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# [[NA-MIC/Projects/fMRI_Analysis/Attentional_Circuits_in_Schizophrenia_as_revealed_by_fMRI_and_PET|Attentional Circuits in Schizophrenia as revealed by fMRI and PET]] (UCI)
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=== Algorithm and Software Infrastructure ===
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# [[NA-MIC/Projects/fMRI_Analysis/fMRI_Statistics_Software_Infrastructure|fMRI Statistics Software Infrastructure]] (GE, Isomics, Kitware, MIT)
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# [[NA-MIC/Projects/fMRI_Analysis/Spatial_Regularization_for_fMRI_Detection|Spatial Regularization for fMRI Detection]] (MIT, Harvard)
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# [[Algorithm:GATech:Conformal_Flattening_Registration|Conformal Flattening for fMRI Visualization]] (Georgia Tech, Harvard)
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== NA-MIC Kit ==
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=== NAMIC Software Process ===
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# [[NA-MIC/Projects/NA-MIC_Kit/CMake_-_NAMIC_Kit_Building|CMake - NAMIC Kit Building]] (Kitware)
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# [[NA-MIC/Projects/NA-MIC_Kit/CPack_-_NAMIC_Kit_Distribution|CPack - NAMIC Kit Distribution]] (Kitware)
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# [[NA-MIC/Projects/NA-MIC_Kit/Dart_2_and_CTest_-_Software_Quality|Dart 2 and CTest - Software Quality]] (GE, Kitware)
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=== Software Infrastructure ===
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# [[NA-MIC/Projects/NA-MIC_Kit/Slicer3|Slicer 3]] (Isomics, GE, Kitware, UCSD, UCLA)
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# [[NA-MIC/Projects/NA-MIC_Kit/Coordinate_Systems|Coordinate Systems]] (GE, Isomics)
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# [[NA-MIC/Projects/NA-MIC_Kit/IO_Unification|IO Unification]] (GE, Isomics)
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# [[NA-MIC/Projects/NA-MIC_Kit/Licenses_Unification|Licenses Unification]] (Kitware, Isomics)
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# [[NA-MIC/Projects/NA-MIC_Kit/Grid_Computing|Grid Computing]] (UCSD, UCLA, GE, Kitware, Isomics)
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# [[NA-MIC/Projects/NA-MIC_Kit/KWWidgets|KWWidgets]] (Kitware)
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# [[NA-MIC/Projects/NA-MIC_Kit/Execution_Model|Execution Model]] (GE)
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# [[NA-MIC/Projects/NA-MIC_Kit/MRML|MRML]] (Isomics, Kitware, GE)
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# [[NA-MIC/Projects/NA-MIC_Kit/Teem|Teem]] (Harvard/BWH)
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=== Training & Dissemination ===
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# [[NA-MIC/Projects/NA-MIC_Kit/Training_Material_and_Workshops_for_NA-MIC_Kit|Training Material and Workshops for NA-MIC Kit]] (Harvard/MGH, Harvard/BWH)
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# [[NA-MIC/Projects/NA-MIC_Kit/Dissemination|Dissemination for NA-MIC]] (Isomics, Kitware, Harvard)
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== Other Projects ==
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# [[Non_Rigid_Registration|Non-Rigid Registration]]
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= NA-MIC External Collaborations =
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This section describes all external collaborations with NA-MIC. Details for the primary funding mechanism for collaborating with NCBCs are provided [[Collaborator:Resources|here]].
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 +
== PAR-05-063 Automated FE Mesh Development ==
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This project is a NCBC collaboration grant. Collaborators include Nicole Grosland, Vincent Magnotta, Steve Pieper, and Simon Warfield. The master page for this collaboration is [[NA-MIC_NCBC_Collaboration:Automated_FE_Mesh_Development|here]], while the rest of this section contains links to the specific active projects in this collaboration.
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=== Meshing Algorithms ===
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# [[Novel_Hexahedral_Meshing_Algorithms|Novel Hexahedral Meshing Algorithms]] (Iowa)
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# [[Hex_vs_Tet_Mesh_Comparisons|Hex vs Tet Mesh Comparisons]] (Iowa/Isomics/BWH)
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=== Automated Segmentation ===
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# [[Integration_of_Neural_Network_Algorithms|Integration of Neural Network Algorithms]] (Iowa)
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=== Image Registration ===
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# [[Evaluation_of_Inter-Modality_Registration]] (Iowa/Isomics)
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=== Validation ===
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# [[Validation_of_Defined_Regions_of_Interest_Using_Surface_Scanning]] (Iowa)
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# [[FE_Mesh_Validation]] (Iowa)

Latest revision as of 14:04, 18 December 2006

Home < NA

NA-MIC Internal Collaborations

This is a list of all collaborative projects within NA-MIC. These projects form the basis of the progress reports submitted to the NIH. These collaborations are between team members of the various cores of NA-MIC.

Diffusion Image Analysis

Fiber Tract Extraction and Analysis

  1. Fiber Tract Statistics (Utah, UNC)
  2. Diffusion measures alongs fiber tracts of the cingulum bundle (Harvard, MIT, UNC)
  3. Clustering of anatomically distinct fiber tracts (Harvard, MIT)
  4. Anisotropic Conformal Metrics for DTI Tractography (Georgia Tech, Harvard)
  5. Corpus Callosum Fiber Tractography in Schizophrenia (Dartmouth, Harvard, MIT)

Fractional Anisotropy Analysis

  1. Corpus Callosum Regional FA analysis in Schizophrenia (Harvard, UNC, Dartmouth)
  2. Fractional Anisotropy of the Corpus Callosum and Anterior Commissure (Harvard, MIT, Dartmouth)
  3. Fractional Anisotrophy in the Uncinate Fasciculus in Schizophrenia and Bipolar I Disorder--replication and extension of Kubicki study (Dartmouth, Harvard)

Path of Interest Analysis

  1. Integrity of Fronto-Temporal Circuitry in Schizophrenia using Path of Interest Analysis (Dartmouth, MGH, Isomics, Harvard)

Validation

  1. DTI Validation (UCI, MGH, UNC, MIT)

Algorithm/Software Infrastructure

  1. DTI Software/Algorithm Infrastructure (Utah, UNC)
  2. Tensor based statistics (Harvard, Utah)
  3. Diffusion tensor image filtering (Utah, Harvard)
  4. Non-rigid EPI Registration (Harvard/MGH, Kitware, Dartmouth)
  5. Fiber Tools Integration with Slicer 3 (UNC, GE, Isomics)

Structural Image Analysis

Image Segmentation

  1. Knowledge-Based Bayesian Classification and Segmentation (Georgia Tech, Kitware)
  2. Brain Tissue Classification and Subparcellation of Brain Structures (Harvard, MIT, Kitware)
  3. Rule based segmentation: Striatum (Georgia Tech, Harvard, Isomics, Kitware)
  4. Rule based segmentation: DLPFC (Georgia Tech, UCI, Isomics, Kitware)
  5. Multiscale Shape Segmentation Techniques (Georgia Tech, Harvard)
  6. Stochastic Methods for Segmentation (Georgia Tech)
  7. Statistical/PDE methods for Segmentation (Georgia Tech)

Image Registration

  1. Optimal Mass Transport for Registration (Georgia Tech, Harvard)

Morphometric Measures and Shape Analysis

  1. Shape Analysis for the caudate and corpus callosum data (Harvard, UNC, Georgia Tech, Dartmouth)
  2. Shape Analysis of the hippocampus (Dartmouth, UNC, Harvard)
  3. Multiscale Shape Analysis applied to Caudate and Hippocampus (Georgia Tech, Harvard, UNC)
  4. UNC Shape Analysis with LONI pipeline for clinical investigators (UNC, UCLA)
  5. Population Studies (UNC, GE)
  6. Multi-site morphometry in Mild Cognitive Impairment (UCI, mBIRN?)
  7. Multi-site morphometry in Schizophrenia (UCI, FBIRN)
  8. Automated shape model construction (Utah, Harvard)
  9. Neural substrates of apathy in schizophrenia (Dartmouth, Isomics)

fMRI Analysis

Functional Activation Analysis

  1. Neural Substrates of Working Memory in Schizophrenia: A Parametric 3-Back Study (Dartmouth, Harvard)
  2. Brain Activation during a Continuous Verbal Encoding and Recognition Task in Schizophrenia (Dartmouth, Harvard)
  3. Fronto-Temporal Connectivity in Schizophrenia during Semantic Memory (Dartmouth, Harvard)
  4. Imaging Phenotypes in Schizophrenics and Controls (UCI, Toronto)
  5. Attentional Circuits in Schizophrenia as revealed by fMRI and PET (UCI)

Algorithm and Software Infrastructure

  1. fMRI Statistics Software Infrastructure (GE, Isomics, Kitware, MIT)
  2. Spatial Regularization for fMRI Detection (MIT, Harvard)
  3. Conformal Flattening for fMRI Visualization (Georgia Tech, Harvard)

NA-MIC Kit

NAMIC Software Process

  1. CMake - NAMIC Kit Building (Kitware)
  2. CPack - NAMIC Kit Distribution (Kitware)
  3. Dart 2 and CTest - Software Quality (GE, Kitware)

Software Infrastructure

  1. Slicer 3 (Isomics, GE, Kitware, UCSD, UCLA)
  2. Coordinate Systems (GE, Isomics)
  3. IO Unification (GE, Isomics)
  4. Licenses Unification (Kitware, Isomics)
  5. Grid Computing (UCSD, UCLA, GE, Kitware, Isomics)
  6. KWWidgets (Kitware)
  7. Execution Model (GE)
  8. MRML (Isomics, Kitware, GE)
  9. Teem (Harvard/BWH)

Training & Dissemination

  1. Training Material and Workshops for NA-MIC Kit (Harvard/MGH, Harvard/BWH)
  2. Dissemination for NA-MIC (Isomics, Kitware, Harvard)

Other Projects

  1. Non-Rigid Registration

NA-MIC External Collaborations

This section describes all external collaborations with NA-MIC. Details for the primary funding mechanism for collaborating with NCBCs are provided here.

PAR-05-063 Automated FE Mesh Development

This project is a NCBC collaboration grant. Collaborators include Nicole Grosland, Vincent Magnotta, Steve Pieper, and Simon Warfield. The master page for this collaboration is here, while the rest of this section contains links to the specific active projects in this collaboration.

Meshing Algorithms

  1. Novel Hexahedral Meshing Algorithms (Iowa)
  2. Hex vs Tet Mesh Comparisons (Iowa/Isomics/BWH)

Automated Segmentation

  1. Integration of Neural Network Algorithms (Iowa)

Image Registration

  1. Evaluation_of_Inter-Modality_Registration (Iowa/Isomics)

Validation

  1. Validation_of_Defined_Regions_of_Interest_Using_Surface_Scanning (Iowa)
  2. FE_Mesh_Validation (Iowa)