Find Research Outputs

Search concepts
Selected Filters
2017
5 Citations

Brain atlas fusion from high-thickness diagnostic magnetic resonance images by learning-based super-resolution

Zhang, J., Zhang, L., Xiang, L., Shao, Y., Wu, G., Zhou, X., Shen, D. & Wang, Q. Mar 1 2017 In : Pattern Recognition. 63, p. 531-541 11 p.

Research output: Contribution to journalArticle

Magnetic resonance
Brain
Fusion reactions
Electric fuses
Imaging techniques
3 Citations

Concatenated spatially-localized random forests for hippocampus labeling in adult and infant MR brain images

Zhang, L., Wang, Q., Gao, Y., Li, H., Wu, G. & Shen, D. Mar 15 2017 In : Neurocomputing. 229, p. 3-12 10 p.

Research output: Contribution to journalArticle

Labeling
Hippocampus
Brain
Labels
Electric fuses
3 Citations

Kernel-based Joint Feature Selection and Max-Margin Classification for Early Diagnosis of Parkinson's Disease

Adeli, E., Wu, G., Saghafi, B., An, L., Shi, F. & Shen, D. Jan 25 2017 In : Scientific Reports. 7, 41069

Research output: Contribution to journalArticle

Feature extraction
Neurodegenerative diseases
Neuroimaging
Linear regression
Magnetic resonance imaging

Progressive multi-atlas label fusion by dictionary evolution

Song, Y., Wu, G., Bahrami, K., Sun, Q. & Shen, D. Feb 1 2017 In : Medical Image Analysis. 36, p. 162-171 10 p.

Research output: Contribution to journalArticle

Atlases
Glossaries
Labels
Fusion reactions
Labeling

Robust multi-atlas label propagation by deep sparse representation

Zu, C., Wang, Z., Zhang, D., Liang, P., Shi, Y., Shen, D. & Wu, G. Mar 1 2017 In : Pattern Recognition. 63, p. 511-517 7 p.

Research output: Contribution to journalArticle

Labels
Glossaries
Fusion reactions
Medical imaging
Labeling
2016

A dynamic tree-based registration could handle possible large deformations among MR brain images

Zhang, P., Wu, G., Gao, Y., Yap, P. T. & Shen, D. Sep 1 2016 In : Computerized Medical Imaging and Graphics. 52, p. 1-7 7 p.

Research output: Contribution to journalArticle

Atlases
Brain
Image registration
Labels
Anatomy

Automatic cystocele severity grading in ultrasound by spatio-temporal regression

Ni, D., Ji, X., Gao, Y., Cheng, J. Z., Wang, H., Qin, J., Lei, B., Wang, T., Wu, G. & Shen, D. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9901 LNCS, p. 247-255 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Grading
Ultrasound
Regression
Ultrasonics
Descent
11 Citations

Automatic labeling of MR brain images by hierarchical learning of atlas forests

Zhang, L., Wang, Q., Gao, Y., Wu, G. & Shen, D. Mar 1 2016 In : Medical Physics. 43, 3, 023103

Research output: Contribution to journalArticle

Atlases
Learning
Brain
Forests
Neuroimaging

Automatic segmentation of hippocampus for longitudinal infant brain MR image sequence by spatial-temporal hypergraph learning

Guo, Y., Dong, P., Hao, S., Wang, L., Wu, G. & Shen, D. Jan 1 2016 Patch-Based Techniques in Medical Imaging - 2nd International Workshop, Patch-MI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 9993 LNCS, p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9993 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hippocampus
Magnetic Resonance Image
Magnetic resonance
Image Sequence
Hypergraph
2 Citations

Consistent multi-atlas hippocampus segmentation for longitudinal MR brain images with temporal sparse representation

Wang, L., Guo, Y., Cao, X., Wu, G. & Shen, D. Jan 1 2016 Patch-Based Techniques in Medical Imaging - 2nd International Workshop, Patch-MI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 9993 LNCS, p. 34-42 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9993 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hippocampus
Sparse Representation
Atlas
Labels
Brain
6 Citations

Consistent Spatial-Temporal Longitudinal Atlas Construction for Developing Infant Brains

Zhang, Y., Shi, F., Wu, G., Wang, L., Yap, P. T. & Shen, D. Dec 1 2016 In : IEEE Transactions on Medical Imaging. 35, 12, p. 2568-2577 10 p., 7505972

Research output: Contribution to journalArticle

Atlases
Brain
Tissue

Cross-manifold guidance in deformable registration of brain MR images

Zhang, J., Wang, Q., Wu, G. & Shen, D. Jan 1 2016 Medical Imaging and Augmented Reality - 7th International Conference, MIAR 2016, Proceedings. Springer Verlag, Vol. 9805 LNCS, p. 415-424 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9805 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Registration
Guidance
Brain
Template
Image registration

Dual-layer groupwise registration for consistent labeling of longitudinal brain images

Kim, M., Wu, G., Rekik, I. & Shen, D. Jan 1 2016 Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 10019 LNCS, p. 69-76 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Atlas
Registration
Brain
Labels
1 Citations

Dynamic tree-based large-deformation image registration for multi-atlas segmentation

Zhang, P., Wu, G., Gao, Y., Yap, P. T. & Shen, D. Jan 1 2016 Medical Computer Vision: Algorithms for Big Data - International Workshop, MCV 2015 and Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9601 LNCS, p. 137-145 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9601 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Atlas
Image registration
Image Registration
Large Deformation
Segmentation
3 Citations

Early diagnosis of Alzheimer’s disease by joint feature selection and classification on temporally structured support vector machine

Zhu, Y., Zhu, X., Kim, M., Shen, D. & Wu, G. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS, p. 264-272 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alzheimer's Disease
Feature Selection
Support vector machines
Feature extraction
Support Vector Machine
1 Citations

EHUGS: Enhanced hierarchical unbiased graph shrinkage for efficient groupwise registration

Wu, G., Peng, X., Ying, S., Wang, Q., Yap, P. T., Shen, D. & Shen, D. Jan 1 2016 In : PLoS ONE. 11, 1, e0146870

Research output: Contribution to journalArticle

shrinkage
Information Dissemination
Brain
Topology
harness

Identifying high order brain connectome biomarkers via learning on hypergraph

Zu, C., Gao, Y., Munsell, B., Kim, M., Peng, Z., Zhu, Y., Gao, W., Zhang, D., Shen, D. & Wu, G. Jan 1 2016 Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 10019 LNCS, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biomarkers
Hypergraph
Brain
Higher Order
Labels
1 Citations

Identifying relationships in functional and structural connectome data using a hypergraph learning method

Munsell, B. C., Wu, G., Gao, Y., Desisto, N. & Styner, M. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9901 LNCS, p. 9-17 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hypergraph
Feature extraction
Brain
Functional Data
Neuroimaging
2 Citations

Joint discriminative and representative feature selection for alzheimer’s disease diagnosis

Zhu, X., Suk, H. I., Thung, K. H., Zhu, Y., Wu, G. & Shen, D. Jan 1 2016 Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 10019 LNCS, p. 77-85 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alzheimer's Disease
Feature Selection
Feature extraction
Neuroimaging
Brain
4 Citations

Joint feature-sample selection and robust diagnosis of Parkinson's disease from MRI data

Adeli, E., Shi, F., An, L., Wee, C. Y., Wu, G., Wang, T. & Shen, D. Nov 1 2016 In : NeuroImage. 141, p. 206-219 14 p.

Research output: Contribution to journalArticle

Parkinson Disease
Joints
Magnetic Resonance Imaging
Noise
Biomarkers
2 Citations

Learning appearance and shape evolution for infant image registration in the first year of life

Wei, L., Hu, S., Gao, Y., Cao, X., Wu, G. & Shen, D. Jan 1 2016 Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 10019 LNCS, p. 36-44 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10019 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image registration
Image Registration
Registration
Brain
Structural dynamics
4 Citations

Learning-based multimodal image registration for prostate cancer radiation therapy

Cao, X., Gao, Y., Yang, J., Wu, G. & Shen, D. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9902 LNCS, p. 1-9 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9902 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Radiation Therapy
Prostate Cancer
Image registration
Radiotherapy
Computed Tomography

Multi-atlas based segmentation of brainstem nuclei from MR images by deep hyper-graph learning

Dong, P., Guo, Y., Gao, Y., Liang, P., Shi, Y., Wang, Q., Shen, D. & Wu, G. Jan 1 2016 Patch-Based Techniques in Medical Imaging - 2nd International Workshop, Patch-MI 2016 held in conjunction with MICCAI 2016, Proceedings. Springer Verlag, Vol. 9993 LNCS, p. 51-59 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9993 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic Resonance Image
Atlas
Magnetic resonance
Hypergraph
Nucleus
2 Citations

Nonlocal atlas-guided multi-channel forest learning for human brain labeling

Ma, G., Gao, Y., Wu, G., Wu, L. & Shen, D. Feb 1 2016 In : Medical Physics. 43, 2, p. 1003-1019 17 p.

Research output: Contribution to journalArticle

Nonlinear Dynamics
Computer-Assisted Image Processing
Atlases
Magnetic Resonance Imaging
Learning
3 Citations

Progressive graph-based transductive learning for multi-modal classification of brain disorder disease

Wang, Z., Zhu, X., Adeli, E., Zhu, Y., Zu, C., Nie, F., Shen, D. & Wu, G. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS, p. 291-299 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Disorder
Labels
Brain
Graph in graph theory
Imaging techniques
3 Citations

Reveal consistent spatial-temporal patterns from dynamic functional connectivity for autism spectrum disorder identification

Zhu, Y., Zhu, X., Zhang, H., Gao, W., Shen, D. & Wu, G. Jan 1 2016 Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016 - 19th International Conference, Proceedings. Springer Verlag, Vol. 9900 LNCS, p. 106-114 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9900 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Disorder
Brain
Connectivity
Functional Magnetic Resonance Imaging
Computational methods
11 Citations

Scalable High-Performance Image Registration Framework by Unsupervised Deep Feature Representations Learning

Wu, G., Kim, M., Wang, Q., Munsell, B. C. & Shen, D. Jul 1 2016 In : IEEE Transactions on Biomedical Engineering. 63, 7, p. 1505-1516 12 p., 7314894

Research output: Contribution to journalArticle

Image registration
Imaging techniques
Feature extraction
Unsupervised learning
Medical imaging
2015
9 Citations

A transversal approach for patch-based label fusion via matrix completion

Sanroma, G., Wu, G., Gao, Y., Thung, K. H., Guo, Y. & Shen, D. Aug 1 2015 In : Medical Image Analysis. 24, 1, p. 135-148 14 p.

Research output: Contribution to journalArticle

Atlases
Labels
Fusion reactions
Hippocampus
Labeling

Automatic hippocampus labeling using the hierarchy of sub-region random forests

Zhang, L., Wang, Q., Gao, Y., Wu, G. & Shen, D. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9467, p. 19-27 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hippocampus
Random Forest
Labeling
Atlas
Testing
19 Citations

Building dynamic population graph for accurate correspondence detection

Du, S., Guo, Y., Sanroma, G., Ni, D., Wu, G. & Shen, D. Dec 1 2015 In : Medical Image Analysis. 26, 1, p. 256-267 12 p.

Research output: Contribution to journalArticle

Population dynamics
Population Dynamics
Hand
Diagnostic Imaging
Individuality
3 Citations

Discriminative dimensionality reduction for patch-based label fusion

Sanroma, G., Benkarim, O. M., Piella, G., Wu, G., Zhu, X., Shen, D. & González Ballester, M. Á. Jan 1 2015 Machine Learning Meets Medical Imaging - 1st International Workshop, MLMMI 2015 Held in Conjunction with ICML 2015, Revised Selected Papers. Springer Verlag, Vol. 9487, p. 94-103 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9487)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Dimensionality Reduction
Atlas
Patch
Labels
Fusion

Dual-layer ℓ1-graph embedding for semi-supervised image labeling

Wang, Q., Wu, G. & Shen, D. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9467, p. 46-53 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graph Embedding
Voxel
Labeling
Labels
Subgraph
3 Citations

Hierarchical and symmetric infant image registration by robust longitudinal-example-guided correspondence detection

Wu, Y., Wu, G., Wang, L., Munsell, B. C., Wang, Q., Lin, W., Feng, Q., Chen, W. & Shen, D. Jul 1 2015 In : Medical Physics. 42, 7, p. 4174-4189 16 p.

Research output: Contribution to journalArticle

Brain
Growth
Individuality
Parturition
34 Citations

Hierarchical multi-atlas label fusion with multi-scale feature representation and label-specific patch partition

Wu, G., Kim, M., Sanroma, G., Wang, Q., Munsell, B. C., Shen, D. & The Alzheimer's Disease Neuroimaging Initiative Feb 1 2015 In : NeuroImage. 106, p. 34-46 13 p.

Research output: Contribution to journalArticle

Atlases
Hippocampus
Datasets
Brain

Hierarchical multi-modal image registration by learning common feature representations

Ge, H., Wu, G., Wang, L., Gao, Y. & Shen, D. Jan 1 2015 Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015 Held in Conjunction with MICCAI 2015, Proceedings. Springer Verlag, Vol. 9352, p. 203-211 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image registration
Image Registration
Registration
Modality
Mutual Information
2 Citations

Identifying abnormal network alterations common to traumatic brain injury and Alzheimer’s disease patients using functional connectome data

Vanderweyen, D., Munsell, B. C., Mintzer, J. E., Mintzer, O., Gajadhar, A., Zhu, X., Wu, G., Joseph, J. & Alzheimers Disease Neuroimaging Initiative Jan 1 2015 Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015 Held in Conjunction with MICCAI 2015, Proceedings. Springer Verlag, Vol. 9352, p. 229-237 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Functional Data
Alzheimer's Disease
Brain
Learning systems
Machine Learning
1 Citations

Image super-resolution by supervised adaption of patchwise self-similarity from high-resolution image

Wu, G., Zhu, X., Wang, Q. & Shen, D. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9467, p. 10-18 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Super-resolution
Self-similarity
Image resolution
High Resolution
Medical imaging
6 Citations

Improved image registration by sparse patch-based deformation estimation

Kim, M., Wu, G., Wang, Q., Lee, S. W. & Shen, D. Jan 5 2015 In : NeuroImage. 105, p. 257-268 12 p.

Research output: Contribution to journalArticle

Individuality
1 Citations

Interactive registration and segmentation for multi-atlas-based labeling of brain MR image

Wang, Q., Wu, G., Kim, M. J., Zhang, L. & Shen, D. Jan 1 2015 Computer Vision CCF Chinese Conference, CCCV 2015, Proceedings. Springer Verlag, Vol. 546, p. 240-248 9 p. (Communications in Computer and Information Science; vol. 546)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Brain
Labels
1 Citations

Joint labeling of multiple regions of interest (ROIS) by enhanced auto context models

Kim, M., Wu, G., Guo, Y. & Shen, D. Jul 21 2015 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. IEEE Computer Society, Vol. 2015-July, p. 1560-1563 4 p. 7164176

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Joints
Learning
Atlases
Neurosciences
4 Citations

Machine learning in medical imaging

Shen, D., Wu, G., Zhang, D., Suzuki, K., Wang, F. & Yan, P. Jan 1 2015 In : Computerized Medical Imaging and Graphics. 41, p. 1-2 2 p.

Research output: Contribution to journalEditorial

Computer Assisted Image Interpretation
Automated Pattern Recognition
Image Enhancement
Image enhancement
Medical imaging
2 Citations

Multi-atlas and multi-modal hippocampus segmentation for infant MR brain images by propagating anatomical labels on hypergraph

Dong, P., Guo, Y., Shen, D. & Wu, G. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, p. 188-196 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hippocampus
Magnetic Resonance
Atlas
Voxel
Magnetic resonance
3 Citations

Multi-view classification for identification of Alzheimer’s disease

Zhu, X., Suk, H. I., Zhu, Y., Thung, K. H., Wu, G. & Shen, D. Jan 1 2015 Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015 Held in Conjunction with MICCAI 2015, Proceedings. Springer Verlag, Vol. 9352, p. 255-262 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9352)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Alzheimer's Disease
Region of Interest
Histogram
Gradient
Magnetic Resonance Imaging

Non-local atlas-guided multi-channel forest learning for human brain labeling

Ma, G., Gao, Y., Wu, G., Wu, L. & Shen, D. Jan 1 2015 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 - 18th International Conference, Proceedings. Springer Verlag, Vol. 9351, p. 719-726 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Atlas
Labeling
Labels
Brain
Fusion

Patch-Based Techniques in Medical Imaging: First International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015 Munich, Germany, October 9, 2015 Revised Selected Papers

Wu, G., Coupé, P., Zhan, Y., Rueckert, D. & Munsell, B. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9467, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Medical Imaging
Medical imaging
Patch
10 Citations

Predict brain MR image registration via sparse learning of appearance and transformation

Wang, Q., Kim, M., Shi, Y., Wu, G. & Shen, D. Feb 1 2015 In : Medical Image Analysis. 20, 1, p. 61-75 15 p.

Research output: Contribution to journalArticle

Image registration
Brain
Learning

Prediction of infant MRI appearance and anatomical structure evolution using sparse patch-based metamorphosis learning framework

Rekik, I., Li, G., Wu, G., Lin, W. & Shen, D. Jan 1 2015 Patch-Based Techniques in Medical Imaging - First st International Workshop, Patch-MI 2015 Held in Conjunction with MICCAI 2015, Revised Selected Papers. Springer Verlag, Vol. 9467, p. 197-204 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9467)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Magnetic Resonance Imaging
Magnetic resonance imaging
Patch
Brain
Prediction

Preface to DMMI 2014

Zhang, D., Wu, G., Zhou, L., Wang, Q. & Ni, D. Jan 1 2015 In : IEEE International Conference on Data Mining Workshops, ICDMW. 2015-January, January, p. xlvix 7022566

Research output: Contribution to journalEditorial

5 Citations

Progressive label fusion framework for multi-atlas segmentation by dictionary evolution

Song, Y., Wu, G., Sun, Q., Bahrami, K., Li, C. & Shen, D. Jan 1 2015 Medical Image Computing and Computer-Assisted Intervention – MICCAI 2015 - 18th International Conference, Proceedings. Springer Verlag, Vol. 9351, p. 190-197 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9351)

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Atlas
Glossaries
Labels
Fusion
Fusion reactions
10 Citations

Robust anatomical landmark detection with application to MR brain image registration

Han, D., Gao, Y., Wu, G., Yap, P. T. & Shen, D. Dec 1 2015 In : Computerized Medical Imaging and Graphics. 46, p. 277-290 14 p.

Research output: Contribution to journalArticle

Image registration
Brain
Detectors
Forests