Difference between revisions of "Exploring multi-modal registration for improved longitudinal modeling of patient-specific 4D DTI data"
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==References== | ==References== | ||
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+ | * Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig, Analyzing Imaging Biomarkers for Traumatic Brain Injury Using 4D Modeling of Longitudinal MRI, In IEEE ISBI 2013 . | ||
+ | * A. Sharma, P.T. Fletcher, J.H. Gilmore, M.L. Escolar, A. Gupta, M. Styner, G. Gerig. “Spatiotemporal Modeling of Discrete-Time Distribution-Valued Data Applied to DTI Tract Evolution in Infant Neurodevelopment,” In IEEE Proceedings of ISBI 2013. |
Revision as of 15:16, 17 June 2013
Home < Exploring multi-modal registration for improved longitudinal modeling of patient-specific 4D DTI dataKey Investigators
- Utah: Anuja Sharma, Bo Wang, Guido Gerig
- UCLA: Andrei Irimia, Micah Chambers, Jack Van Horn
Objective
- Utilize the lesion segmentation framework previously developed by Wang et al. for an improved modeling of longitudinal changes in white matter properties of tracts for a TBI subject.
Approach, Plan
- Co-register patient-specific structural and DTI data, together with lesion segmentations. Registration is performed using Slicer in a longitudinal fashion to establish correspondence between the acute and chronic scans from a patient across multiple modalities.
- Utilize information from the lesion segmentations to guide the tractography.
- Assess white matter changes longitudinally in tracts close to the lesions sites.
Progress
References
- Bo Wang, Marcel Prastawa, Andrei Irimia, Micah C. Chambers, Neda Sadeghi, Paul M. Vespa, John D. Van Horn, Guido Gerig, Analyzing Imaging Biomarkers for Traumatic Brain Injury Using 4D Modeling of Longitudinal MRI, In IEEE ISBI 2013 .
- A. Sharma, P.T. Fletcher, J.H. Gilmore, M.L. Escolar, A. Gupta, M. Styner, G. Gerig. “Spatiotemporal Modeling of Discrete-Time Distribution-Valued Data Applied to DTI Tract Evolution in Infant Neurodevelopment,” In IEEE Proceedings of ISBI 2013.