Finite difference schemes and partial differential equations
Finite difference schemes and partial differential equations
Detection, Estimation, and Modulation Theory: Radar-Sonar Signal Processing and Gaussian Signals in Noise
The Massively Parallel Processor
The Massively Parallel Processor
A Volume-Based Anatomical Atlas
IEEE Computer Graphics and Applications
Deformable templates using large deformation kinematics
IEEE Transactions on Image Processing
Medical Image Analysis: Progress over Two Decades and the Challenges Ahead
IEEE Transactions on Pattern Analysis and Machine Intelligence
Registration Assisted Image Smoothing and Segmentation
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Elastic Matching Using a Deformation Sphere
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Efficient multi-modal image registration using local-frequency maps
Machine Vision and Applications - Special issue: IEEE WACV
Anomaly Detection through Registration
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
A Full Curvature Based Algorithm for Image Registration
Journal of Mathematical Imaging and Vision
A comparison between BEM and FEM for elastic registration of medical images
Image and Vision Computing
Incorporating DTI data as a constraint in deformation tensor morphometry between T1 MR Images
IPMI'07 Proceedings of the 20th international conference on Information processing in medical imaging
Articulated rigid registration for serial lower-limb mouse imaging
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Using landmarks as a deformation prior for hybrid image registration
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Patient specific dosimetry phantoms using multichannel LDDMM of the whole body
Journal of Biomedical Imaging - Special issue on Parallel Computation in Medical Imaging Applications
Efficient probabilistic and geometric anatomical mapping using particle mesh approximation on GPUs
Journal of Biomedical Imaging - Special issue on Parallel Computation in Medical Imaging Applications
Artificial enlargement of a training set for statistical shape models: application to cardiac images
FIMH'05 Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart
Fast parallel unbiased diffeomorphic atlas construction on multi-graphics processing units
EG PGV'09 Proceedings of the 9th Eurographics conference on Parallel Graphics and Visualization
Optimal multi-image processing streaming framework on parallel heterogeneous systems
EG PGV'11 Proceedings of the 11th Eurographics conference on Parallel Graphics and Visualization
Landmark-based non-rigid registration via graph cuts
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
| Hi-index | 4.10 |
Generalized electronic atlases of the head, created from MRI scans and labeled by experts, are currently available, but they do not allow comparison between individuals or across populations without manual input or gross simplification. The algorithms in this research overcome those problems; they create individualized, subject-specific atlases. Once the deformable atlas is individualized, it can be used to analyze data sets by querying for regions of interest, structure volumes, locations and magnitudes of abnormalities, and so on. The inverse transformation can also be used to map data from the individual's coordinate system back to the atlas' standard coordinate system. Transforming data sets to the shape of the atlas anatomy removes individual anatomical shape variations, which is useful in comparing brain function between individuals.Synthesizing individualized atlases that accurately accommodate local anatomical shape variability has many exciting potential applications.