Research
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Research
Active Projects
BRAIN MAPPING
- CRUISE: Cortical Reconstruction Using Implicit Surface Evolution
- Longitudinal changes in cortical thickness associated with normal aging
- Protocol for Cerebellar Labeling
- System for integrated neuroimaging analysis and processing of structure
- Principal Component Analysis of Cerebellar Shape
- Automatic magnetic resonance spinal cord segmentation
- Deformation field correction for spatial normalization of PET images using a population-derived partial least squares model
- PET Attenuation Correction using Synthetic CT from Ultrashort Echo-time MRI
- Automatic method for thalamus parcellation using multi-modal feature classification
- Deep Learning for Cerebellar Ataxia Classification and Functional Score Regression
- Multi-Output Decision Trees for Lesion Segmentation in Multiple Sclerosis
BIOLOGICAL MOTION ESTIMATION
- Cardiac Material Markers from Tagged MRI
- Harmonic Phase (HARP) Magnetic Resonance Imaging
- Real-Time Imaging of Cardiac Strain Using a FastHARP Pulse Sequence
- Three-dimensional regional strain analysis in myocardial infarction
- Determining Functional Units of Tongue Motion via Graph-regularized Sparse Non-negative Matrix Factorization
- A Bayesian Approach to Distinguishing Interdigitated Muscles in the Tongue from Limited Diffusion Weighted Imaging
IMAGE PROCESSING AND ANALYSIS
- GVF Active Contours
- Recursive Spatio-Temporal Function Estimation
- Multiple-object Geometric Deformable Model
- Reconstruction of high resolution tongue volumes from MRI
- Magnetic Resonance Image Example Based Contrast Synthesis
- MR Image Synthesis by Contrast Learning On Neighborhood Ensembles
- Subject Specific Sparse Dictionary Learning for Atlas Based Brain MRI Segmentation
IMAGE-GUIDED INTERVENTIONS
- Prostate Brachytherapy Intraoperative Seed Reconstruction
- Seed Segmentation in Prostate Brachytherapy
- Ultrasound-Fluoroscopy Registration in Prostate Brachytherapy
OPTICAL COHERENCE TOMOGRAPHY
- Retinal layer segmentation of macular OCT images
- MGDM segmentation of macular OCT images
- Analysis of macular OCT images using deformable registration
Previous Projects
BRAIN MAPPING
- Statistical Characterization of Brain Tissue in MRI
- Interactive Cortical Editor
- Finding the Brain Cortex Using Fuzzy Segmentation, Isosurfaces, and Deformable Surface Models
- Multi-scale Graph-based Topology Correction Algorithm
- Topology Preserving Geometric Deformable Models
- Active Shape Models for Sulcal Labeling
- Robust Tissue Classification using FANTASM
- Automatically Identifying White Matter Tracts Using Cortical Labels
