Research Output 1973 2018

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Conference contribution
2018

A computational method for longitudinal mapping of orientation-specific expansion of cortical surface area in infants

Xia, J., Zhang, C., Wang, F., Meng, Y., Wu, Z., Wang, L., Lin, W., Shen, D. & Li, G. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 683-686 4 p.

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

Computational methods
Growth
Direction compound

Brain MRI super resolution using 3D deep densely connected neural networks

Chen, Y., Xie, Y., Zhou, Z., Shi, F., Christodoulou, A. G. & Li, D. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 739-742 4 p.

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

Magnetic resonance
Brain
Magnetic Resonance Spectroscopy
Learning
Neural networks

Calcium removal from cardiac ct images using deep convolutional neural network

Yan, S., Shi, F., Chen, Y., Dey, D., Lee, S. E., Chang, H. J., Li, D. & Xie, Y. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 466-469 4 p.

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

Angiography
Calcium
Neural networks
Tomography
Gold

Construction of spatiotemporal infant cortical surface atlas of rhesus macaque

Wang, F., Lian, C., Xia, J., Wu, Z., Duan, D., Wang, L., Shen, D. & Li, G. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 704-707 4 p.

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

Atlases
Macaca mulatta
Brain
Macaca
Human Development

Construction of spatiotemporal neonatal cortical surface atlases using a large-scale dataset

Wu, Z., Li, G., Wang, L., Lin, W., Gilmore, J. H. & Shen, D. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 1056-1059 4 p.

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

Atlases
Neuroimaging
Glossaries
Datasets
Population

Estimation of shape and growth brain network atlases for connectomic brain mapping in developing infants

Rekik, I., Li, G., Lin, W. & Shen, D. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 985-989 5 p.

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

Connectome
Brain mapping
Brain Mapping
Atlases
Brain

Fetal cortical parcellation based on growth patterns

Xia, J., Zhang, C., Wang, F., Benkarim, O. M., Sanroma, G., Piella, G., Balleste, M. A. G., Hahner, N., Eixarch, E., Shen, D. & Li, G. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 696-699 4 p.

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

Growth
Fetus
Microstructure
Brain
Trajectories

Genotype-phenotype association study via new multi-task learning model

Huo, Z., Shen, D. & Huang, H. Jan 1 2018 PACIFIC SYMPOSIUM ON BIOCOMPUTING 2018. 212669 ed. World Scientific Publishing Co. Pte Ltd, p. 353-364 12 p.

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

Nucleotides
Polymorphism
Imaging techniques
Regression analysis
Brain

Infant brain development prediction with latent partial multi-view representation learning

Zhang, C., Adelv, E., Wu, Z., Li, G., Lin, W. & Shen, D. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 1048-1051 4 p.

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

Child Development
Brain
Learning
Cerebral Cortex
Aptitude

Initial clinical evaluation of gated stationary digital chest tomosynthesis

Lee, Y. Z., Gunnell, E. T., Inscoe, C. R., Puett, C., Lu, J. & Zhou, O. Jan 1 2018 Medical Imaging 2018: Physics of Medical Imaging. SPIE, Vol. 10573, 105730I

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

chest
respiration
Carbon Nanotubes
x ray sources
Respiration

Non-Euclidean, convolutional learning on cortical brain surfaces

Mostapha, M., Kim, S., Wu, G., Zsembik, L., Pizer, S. & Styner, M. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 527-530 4 p.

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

Brain
Learning
Atlases
Neurodegenerative Diseases
Alzheimer Disease

Semi-supervised learning for pelvic MR image segmentation based on multi-task residual fully convolutional networks

Feng, Z., Nie, D., Wang, L. & Shen, D. May 23 2018 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, Vol. 2018-April, p. 885-888 4 p.

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

Supervised learning
Magnetic resonance
Image segmentation
Magnetic Resonance Spectroscopy
Image-Guided Radiotherapy
2017
1 Citations

4D infant cortical surface atlas construction using spherical patch-based sparse representation

Wu, Z., Li, G., Meng, Y., Wang, L., Lin, W. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 57-65 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Neuroimaging
Sparse Representation
Atlas
Medical Imaging
1 Citations

A novel dynamic hyper-graph inference framework for computer assisted diagnosis of neuro-diseases

Zhu, Y., Zhu, X., Kim, M., Kaufer, D. & Wu, G. Jan 1 2017 Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Springer Verlag, p. 158-169 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

Neuroimaging
Medical Imaging
Medical imaging
Iterative methods
Hypergraph

A novel framework for groupwise registration of fMRI images based on common functional networks

Zhao, Y., Zhang, S., Chen, H., Zhang, W., Lv, J., Jiang, X., Shen, D. & Liu, T. Jun 15 2017 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 485-489 5 p. 7950566

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

Brain mapping
Neurodegenerative diseases
Brain Mapping
Image registration
Independent component analysis

A point says a lot: An interactive segmentation method for MR prostate via one-point labeling

Sun, J., Shi, Y., Gao, Y. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 220-228 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Urology
Computer aided instruction
Magnetic Resonance Imaging
Learning Systems
Image segmentation

A tensor statistical model for quantifying dynamic functional connectivity

Zhu, Y., Zhu, X., Kim, M., Yan, J. & Wu, G. Jan 1 2017 Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Springer Verlag, p. 398-410 13 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

Population statistics
Magnetic levitation vehicles
Computer aided diagnosis
Computer-aided Diagnosis
Magnetic Resonance Imaging

Brain image labeling using multi-atlas guided 3D fully convolutional networks

Fang, L., Zhang, L., Nie, D., Cao, X., Bahrami, K., He, H. & Shen, D. Jan 1 2017 Patch-Based Techniques in Medical Imaging - 3rd International Workshop, Patch-MI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 12-19 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10530 LNCS)

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

Brain mapping
Neuroimaging
Atlas
Medical Imaging
Medical imaging

Consciousness level and recovery outcome prediction using high-order brain functional connectivity network

Jia, X., Zhang, H., Adeli, E. & Shen, D. Jan 1 2017 Connectomics in NeuroImaging - 1st International Workshop, CNI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 17-24 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10511 LNCS)

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

Neuroimaging
Network Connectivity
Medical Imaging
Medical imaging
Learning Systems

Constructing multi-frequency high-order functional connectivity network for diagnosis of mild cognitive impairment

Zhang, Y., Zhang, H., Chen, X. & Shen, D. Jan 1 2017 Connectomics in NeuroImaging - 1st International Workshop, CNI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 9-16 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10511 LNCS)

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

Neuroimaging
Signal systems
Network Connectivity
Magnetic Resonance Imaging
Medical Imaging
2 Citations

Contrast enhanced imaging with a stationary digital breast tomosynthesis system

Puett, C., Calliste, J., Wu, G., Inscoe, C. R., Lee, Y. Z., Zhou, O. & Lu, J. Jan 1 2017 Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132, 1013225

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

1 Citations

Deep multi-task multi-channel learning for joint classification and regression of brain status

Liu, M., Zhang, J., Adeli, E. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 3-11 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS)

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

Magnetic Resonance Imaging
Magnetic resonance
Brain
Regression
Landmarks
4 Citations

Deformable image registration based on similarity-steered CNN regression

Cao, X., Yang, J., Zhang, J., Nie, D., Kim, M., Wang, Q. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 300-308 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Brain mapping
Image registration
Complex networks
Image Registration

Denoising diffusion-weighted images using grouped iterative hard thresholding of multi-channel framelets

Zhang, J., Chen, G., Zhang, Y., Dong, B., Shen, D. & Yap, P. T. Jan 1 2017 Computational Diffusion MRI - MICCAI Workshop. Springer Heidelberg, p. 49-59 11 p. (Mathematics and Visualization; vol. Part F2)

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

Magnetic Resonance Imaging
Reliability Analysis
Thresholding
Reliability analysis
Denoising

Developmental patterns based individualized parcellation of infant cortical surface

Li, G., Wang, L., Lin, W. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 66-74 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Medical Imaging
Medical imaging
Microstructure
Measurement errors

Does manual delineation only provide the side information in CT prostate segmentation?

Shi, Y., Yang, W., Gao, Y. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 692-700 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS)

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

Medical computing
Urology
Side Information
Medical Imaging
Medical imaging

Early brain functional segregation and integration predict later cognitive performance

Zhang, H., Yin, W., Lin, W. & Shen, D. Jan 1 2017 Connectomics in NeuroImaging - 1st International Workshop, CNI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 116-124 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10511 LNCS)

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

Three dimensional computer graphics
Neuroimaging
Cognitive systems
Cognitive Systems
Functional Magnetic Resonance Imaging

Efficient groupwise registration for brain MRI by fast initialization

Dong, P., Cao, X., Zhang, J., Kim, M., Wu, G. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 150-158 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Computer aided instruction
Statistical tests
Magnetic Resonance Imaging
Learning Systems
Statistical test

Estimating posterior image variance with sparsity-based object priors for MRI

Chen, Y., Lou, Y., Eldeniz, C., An, H. & Anastasio, M. A. Jan 1 2017 Medical Imaging 2017: Physics of Medical Imaging. SPIE, Vol. 10132, 101321J

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

Monte Carlo Method
Inference engines
Markov Chains
Markov processes
Uncertainty analysis

Estimation of brain network atlases using diffusive-shrinking graphs: Application to developing brains

Rekik, I., Li, G., Lin, W. & Shen, D. Jan 1 2017 Information Processing in Medical Imaging - 25th International Conference, IPMI 2017, Proceedings. Springer Verlag, p. 385-397 13 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

Brain mapping
Atlas
Graph theory
Shrinking
Principal component analysis
1 Citations

Exploring gyral patterns of infant cortical folding based on multi-view curvature information

Duan, D., Xia, S., Meng, Y., Wang, L., Lin, W., Gilmore, J. H., Shen, D. & Li, G. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Neuroimaging
Medical Imaging
Medical imaging
Complex networks
1 Citations

Feature learning and fusion of multimodality neuroimaging and genetic data for multi-status dementia diagnosis

Zhou, T., Thung, K. H., Zhu, X. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 132-140 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Neurodegenerative diseases
Neuroimaging
Computer aided instruction
Dementia
Multimodality

Fully automated esophagus segmentation with a hierarchical deep learning approach

Trullo, R., Petitjean, C., Nie, D., Shen, D. & Ruan, S. Jan 1 2017 Proceedings of the 2017 IEEE International Conference on Signal and Image Processing Applications, ICSIPA 2017. Institute of Electrical and Electronics Engineers Inc., p. 503-506 4 p.

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

Computerized tomography
Radiotherapy
Image segmentation
Image processing
Planning

Fusion of high-order and low-order effective connectivity networks for MCI classification

Li, Y., Liu, J., Li, K., Yap, P. T., Kim, M., Wee, C. Y. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 307-315 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Computer aided instruction
Network Connectivity
Learning Systems
Decision trees
Decision tree

Graph-constrained sparse construction of longitudinal diffusion-weighted infant atlases

Kim, J., Chen, G., Lin, W., Yap, P. T. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 49-56 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Atlas
Graph theory
Medical Imaging
Medical imaging

Improving functional MRI registration using whole-brain functional correlation tensors

Zhou, Y., Yap, P. T., Zhang, H., Zhang, L., Feng, Q. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 416-423 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Brain mapping
Magnetic Resonance Imaging
Medical Imaging
Medical imaging

Inter-subject similarity guided brain network modeling for MCI diagnosis

Zhang, Y., Zhang, H., Chen, X., Liu, M., Zhu, X. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 168-175 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Computer aided instruction
Economic and social effects
Network Modeling
Medical Imaging
Medical imaging
4 Citations

Joint craniomaxillofacial bone segmentation and landmark digitization by context-guided fully convolutional networks

Zhang, J., Liu, M., Wang, L., Chen, S., Yuan, P., Li, J., Shen, S. G. F., Tang, Z., Chen, K. C., Xia, J. J. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 720-728 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434 LNCS)

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

Digitization
Analog to digital conversion
Landmarks
Bone
Segmentation

Joint reconstruction and segmentation of 7T-like MR images from 3T MRI based on cascaded convolutional neural networks

Bahrami, K., Rekik, I., Shi, F. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 764-772 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Medical Imaging
Medical imaging
Image Reconstruction
Image reconstruction
1 Citations

Joint segmentation of multiple thoracic organs in CT images with two collaborative deep architectures

Trullo, R., Petitjean, C., Nie, D., Shen, D. & Ruan, S. Jan 1 2017 Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 3rd International Workshop, DLMIA 2017 and 7th International Workshop, ML-CDS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 21-29 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10553 LNCS)

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

Computer aided instruction
Computer aided analysis
Radiotherapy
Medical Imaging
Medical imaging
1 Citations

Joint sparse and low-rank regularized multi-task multi-linear regression for prediction of infant brain development with incomplete data

Adeli, E., Meng, Y., Li, G., Lin, W. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 40-48 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Incomplete Data
Medical Imaging
Medical imaging
Information retrieval

Landmark-based alzheimer’s disease diagnosis using longitudinal structural MR images

Zhang, J., Liu, M., An, L., Gao, Y. & Shen, D. Jan 1 2017 Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Revised Selected Papers. Springer Verlag, p. 35-45 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10081 LNCS)

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

Graphic methods
Alzheimer's Disease
Magnetic Resonance Imaging
Landmarks
Computational efficiency

LATEST: Local AdapTivE and Sequential Training for tissue segmentation of isointense infant brain MR images

Wang, L., Gao, Y., Li, G., Shi, F., Lin, W. & Shen, D. Jan 1 2017 Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging - MICCAI 2016 International Workshops, MCV and BAMBI, Revised Selected Papers. Springer Verlag, p. 26-34 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10081 LNCS)

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

Graphic methods
Magnetic Resonance Imaging
Medical Imaging
Medical imaging
Decision trees

Learning-based estimation of functional correlation tensors in white matter for early diagnosis of mild cognitive impairment

Zhang, L., Zhang, H., Chen, X., Wang, Q., Yap, P. T. & Shen, D. Jan 1 2017 Patch-Based Techniques in Medical Imaging - 3rd International Workshop, Patch-MI 2017 Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 65-73 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10530 LNCS)

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

Medical Imaging
Medical imaging
Regression Analysis
Regression analysis
Tensors

Longitudinally-consistent parcellation of infant population cortical surfaces based on functional connectivity

Yan, J., Meng, Y., Li, G., Lin, W., Zhao, D. & Shen, D. Jan 1 2017 Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Proceedings. Springer Verlag, p. 194-202 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10541 LNCS)

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

Graphic methods
Computer aided instruction
Magnetic Resonance Imaging
Medical Imaging
Matrix Algebra

Longitudinal multi-scale mapping of infant cortical folding using spherical wavelets

Duan, D., Rekik, I., Xia, S., Lin, W., Gilmore, J. H., Shen, D. & Li, G. Jun 15 2017 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 93-96 4 p. 7950476

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

Medical imaging
Diagnostic Imaging
Convolution
Magnetic resonance imaging
Magnetic Resonance Imaging
1 Citations

Maximum mean discrepancy based multiple kernel learning for incomplete multimodality neuroimaging data

Zhu, X., Thung, K. H., Adeli, E., Zhang, Y. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 72-80 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS)

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

Medical computing
Neuroimaging
Multimodality
Medical Imaging
Medical imaging
9 Citations

Medical image synthesis with context-aware generative adversarial networks

Nie, D., Trullo, R., Lian, J., Petitjean, C., Ruan, S., Wang, Q. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 417-425 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10435 LNCS)

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

Generative Models
Computed Tomography
Medical Image
Context-aware
Tomography
2 Citations

Multi-label inductive matrix completion for joint MGMT and IDH1 status prediction for glioma patients

Chen, L., Zhang, H., Thung, K. H., Liu, L., Lu, J., Wu, J., Wang, Q. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 450-458 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434 LNCS)

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

Matrix Completion
Labels
Prognosis
Imaging
Prediction

Multimodal hyper-connectivity networks for MCI classification

Li, Y., Gao, X., Jie, B., Yap, P. T., Kim, M. J., Wee, C. Y. & Shen, D. Jan 1 2017 Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 - 20th International Conference, Proceedings. Springer Verlag, p. 433-441 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10433 LNCS)

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

Medical computing
Network Connectivity
Magnetic Resonance Imaging
Medical Imaging
Medical imaging