• 6218 Citations
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1979 …2020
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Research Output 1995 2018

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Conference contribution
2018

A label-fusion-aided convolutional neural network for isointense infant brain tissue segmentation

Li, T., Zhou, F., Zhu, Z., Shu, H. & Zhu, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 692-695 4 p.

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

Labels
Brain
Fusion reactions
Tissue
Neural networks

Statistical disease mapping for heterogeneous neuroimaging studies

Liu, R., Huang, C., Li, T., Yang, L. & Zhu, H., May 23 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 1415-1418 4 p.

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

Neuroimaging
Genetic Heterogeneity
Autistic Disorder
Statistical methods
Stroke

TPCNN: Two-phase patch-based convolutional neural network for automatic brain tumor segmentation and survival prediction

Zhou, F., Li, T., Li, H. & Zhu, H., Jan 1 2018, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 3rd International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Revised Selected Papers. Menze, B., Crimi, A., Kuijf, H., Reyes, M. & Bakas, S. (eds.). Springer Verlag, p. 274-286 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10670 LNCS)

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

Brain Tumor
Medical Imaging
Medical imaging
Convolution
Patch
2017
1 Citations

Conditional local distance correlation for manifold-valued data

Pan, W., Wang, X., Wen, C., Styner, M. & Zhu, H., Jan 1 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Zhu, H., Niethammer, M., Styner, M., Zhu, H., Shen, D., Yap, P-T., Aylward, S. & Oguz, I. (eds.). Springer Verlag, p. 41-52 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS)

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

Medical imaging
Statistical method
Computer vision
Image Processing
Statistical methods

HFPRM: Hierarchical functional principal regression model for diffusion tensor image bundle statistics

Zhang, J., Huang, C., Ibrahim, J. G., Jha, S., Knickmeyer, R. C., Gilmore, J. H., Styner, M. & Zhu, H., Jan 1 2017, Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Zhu, H., Niethammer, M., Styner, M., Zhu, H., Shen, D., Yap, P-T., Aylward, S. & Oguz, I. (eds.). Springer Verlag, p. 478-489 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10265 LNCS)

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

Functional Principal Component Analysis
Varying Coefficient Model
Magnetic Resonance Imaging
Medical Imaging
Medical imaging
2014

Tailor the longitudinal anaysis for NIH longitudinal normal brain developmental study

Chen, Y., An, H., Shen, D., Zhu, H. & Lin, W., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 1206-1209 4 p. 6868092

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

Neuroimaging
Splines
Magnetic resonance imaging
Brain
Trajectories
2013
2 Citations

A longitudinal functional analysis framework for analysis of white matter tract statistics

Yuan, Y., Gilmore, J. H., Geng, X., Styner, M. A., Chen, K., Wang, J. L. & Zhu, H., Jul 12 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. Vol. 7917 LNCS, p. 220-231 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS)

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

Longitudinal Analysis
Functional analysis
Functional Analysis
Statistics
Fiber

Diseased region detection of longitudinal knee MRI data

Huang, C., Shan, L., Charles, C., Niethammer, M. & Zhu, H., Jul 12 2013, Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Proceedings. p. 632-643 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7917 LNCS)

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

Cartilage
Magnetic resonance imaging
Osteoarthritis
Statistical Inference
Correspondence
2 Citations

Mapping longitudinal cerebral cortex development using diffusion tensor imaging

Wang, Y., Li, G., Ahn, M., Nie, J., Zhu, H. & Guo, L., Jun 3 2013, Medical Imaging 2013: Image Processing. Vol. 8669, 86692E

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

Diffusion tensor imaging
cerebral cortex
Diffusion Tensor Imaging
Anisotropy
Cerebral Cortex
1 Citations

UNC-Utah NA-MIC DTI framework: Atlas based fiber tract analysis with application to a study of nicotine smoking addiction

Verde, A. R., Berger, J. B., Gupta, A., Farzinfar, M., Kaiser, A., Chanon, V. W., Boettiger, C., Johnson, H., Matsui, J., Sharma, A., Goodlett, C., Shi, Y., Zhu, H., Gerig, G., Gouttard, S., Vachet, C. & Styner, M., Jun 3 2013, Medical Imaging 2013: Image Processing. Vol. 8669, 86692D

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

nicotine
Nicotine
Atlases
Smoking
quality control
2011
1 Citations

Clinical multi-push acoustic radiation force for evaluation of renal transplant status

Scola, M. R., Baggesen, L. M., Wu, C. D., Detwiler, R. K., Chong, W. K., Jang, S. Y., Burke, L. M. B., Jernigan, K. L., Caughey, M. C., Fisher, M. W., Zhu, H., Whitehead, S. B. & Gallippi, C. M., Dec 1 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 2106-2109 4 p. 6293638

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

pelvis
sound waves
health
evaluation
imaging techniques

In vivo detection of hemorrhage rate in dog models of hemophilia and VWD and at human femoral arteriotomy by ARFI ultrasound

Scola, M. R., Baggesen, L. M., Behler, R. H., Nichols, T. C., Zhu, H., Caughey, M. C., Merricks, E. P., Raymer, R. A., Margaritis, P., High, K. A. & Gallippi, C. M., 2011, 2011 IEEE International Ultrasonics Symposium, IUS 2011. p. 660-663 4 p. 6293254

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

hemorrhages
bleeding
dogs
sound waves
impulses

Two-stage multiscale adaptive regression methods for twin neuroimaging data

Li, Y., Gilmore, J. H., Wang, J., Styner, M., Lin, W. & Zhu, H., Oct 11 2011, Multimodal Brain Image Analysis - First International Workshop, MBIA 2011, Held in Conjunction with MICCAI 2011, Proceedings. Vol. 7012 LNCS, p. 102-109 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7012 LNCS)

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

Neuroimaging
Smoothing
Brain
Regression
Imaging techniques
2010

ARFI beam sequence performance as evaluated by trained readers: Plaquedetection

Behler, R. H., Gallippi, C. M., Wu, C. D., Zhu, H., Merricks, E. P. & Nichols, T. C., 2010, 2010 IEEE International Ultrasonics Symposium, IUS 2010. p. 483-486 4 p. 5935940

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

readers
pulses
swine
ranking
arteries

Multivariate network-level approach to detect interactions between large-scale functional systems

Gao, W., Zhu, H., Giovanello, K. & Lin, W. Nov 22 2010 Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. Vol. 6362 LNCS, p. 298-305 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2)

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

Brain
Interaction
Large scale systems
Motor Control
Large-scale Systems
2 Citations

Multivariate varying coefficient models for DTI tract statistics

Zhu, H., Styner, M., Li, Y., Kong, L., Shi, Y., Lin, W., Coe, C. & Gilmore, J. H., Nov 22 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 1 ed. p. 690-697 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6361 LNCS, no. PART 1)

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

Diffusion tensor imaging
Varying Coefficient Model
Multivariate Models
Tensor
Imaging

Simulation of brain mass effect with an arbitrary Lagrangian and Eulerian FEM

Chen, Y., Ji, S., Wu, X., An, H., Zhu, H., Shen, D. & Lin, W., Nov 22 2010, Medical Image Computing and Computer-Assisted Intervention, MICCAI2010 - 13th International Conference, Proceedings. PART 2 ed. Vol. 6362 LNCS, p. 274-281 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6362 LNCS, no. PART 2)

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

Brain
Finite element method
Arbitrary
Mesh
Simulation
2009
8 Citations

Fast tensor image morphing for elastic registration

Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., Dec 1 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2009 - 12th International Conference, Proceedings. PART 1 ed. Vol. 5761 LNCS, p. 721-729 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5761 LNCS, no. PART 1)

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

Morphing
Registration
Tensors
Voxel
Tensor

Hierarchical unbiased group-wise registration for atlas construction and population comparison

Chen, Y., Shen, D., Zhu, H., An, H., Gilmore, J. & Lin, W., Dec 15 2009, Medical Imaging 2009 - Image Processing. Vol. 7259, 72592V

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

Atlases
Brain
Statistical methods
Anisotropy
Cluster Analysis
17 Citations

Intrinsic regression models for manifold-valued data

Shi, X., Styner, M., Lieberman, J., Ibrahim, J. G., Lin, W. & Zhu, H., Dec 1 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. Vol. 5762 LNCS, p. 192-199 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2)

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

Regression Model
Covariates
Medical imaging
Vector spaces
Computer vision

In vivo hemostasis detection at human femoral arteriotomy by ARFI ultrasound

Behler, R. H., Scola, M. R., Nichols, T., Caughey, M., Zhu, H. & Gallippi, C. M., Dec 1 2009, 2009 IEEE International Ultrasonics Symposium and Short Courses, IUS 2009. 5441426

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

hemostatics
arteries
catheterization
blood
costs

LSTGEE: Longitudinal analysis of neuroimaging data

Li, Y., Zhu, H., Chen, Y., An, H., Gilmore, J., Lin, W. & Shen, D., Dec 15 2009, Medical Imaging 2009 - Image Processing. Vol. 7259, 72590F

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

Neuroimaging
Longitudinal Studies
Imaging techniques
statistics
brain

Mapping growth patterns and genetic influences on early brain development in twins

Chen, Y., Zhu, H., Shen, D., An, H., Gilmore, J. & Lin, W., Dec 1 2009, Medical Image Computing and Computer-Assisted Intervention - MICCAI2009 - 12th International Conference, Proceedings. PART 2 ed. Vol. 5762 LNCS, p. 232-239 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5762 LNCS, no. PART 2)

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

Neuroimaging
Brain
Diffusion tensor imaging
Environmental impact
Statistical methods

MARM: Multiscale adaptive regression models for neuroimaging data

Zhu, H., Li, Y., Ibrahim, J. G., Lin, W. & Shen, D., Sep 21 2009, Information Processing in Medical Imaging - 21st International Conference, IPMI 2009, Proceedings. Vol. 5636 LNCS, p. 314-325 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5636 LNCS)

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

Neuroimaging
Voxel
Regression Model
Imaging techniques
Imaging
3 Citations

RADTI: Regression analyses of diffusion tensor images

Li, Y., Zhu, H., Chen, Y., Ibrahim, J. G., An, H., Lin, W., Hall, C. & Shen, D., Dec 15 2009, Medical Imaging 2009 - Image Processing. Vol. 7259, 72591C

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

Tensors
regression analysis
Regression Analysis
tensors
integrity
1 Citations

Regularization of diffusion tensor field using coupled robust anisotropic diffusion filters

Tang, S., Fan, Y., Zhu, H., Yap, P. T., Gao, W., Lin, W. & Shen, D., Nov 20 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 52-57 6 p. 5204342

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

Tensors
Statistics

TIMER: Tensor image morphing for elastic registration

Yap, P. T., Wu, G., Zhu, H., Lin, W. & Shen, D., Nov 20 2009, 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009. p. 1-8 8 p. 5204350

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

Tensors
Diffusion tensor imaging
Tissue
Edge detection
13 Citations

Voxel-wise group analysis of dti

Liu, Z., Zhu, H., Marks, B. L., Katz, L. M., Goodlett, C. B., Gerig, G. & Styner, M., Nov 17 2009, Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009. p. 807-810 4 p. 5193172

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

Diffusion Magnetic Resonance Imaging
Tensors
Magnetic resonance imaging
Pipelines
Atlases