• 19053 Citations
  • 68 h-Index
1993 …2019
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Brain Engineering & Materials Science
Atlases Medicine & Life Sciences
Learning Medicine & Life Sciences
Alzheimer Disease Medicine & Life Sciences
Magnetic resonance imaging Engineering & Materials Science
Image registration Engineering & Materials Science
Segmentation Mathematics
Neuroimaging Engineering & Materials Science

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Research Output 1993 2019

Automatic brain labeling via multi-atlas guided fully convolutional networks

Fang, L., Zhang, L., Nie, D., Cao, X., Rekik, I., Lee, S. W., He, H. & Shen, D., 2019 Jan 1, In : Medical Image Analysis. 51, p. 157-168 12 p.

Research output: Contribution to journalArticle


First-year development of modules and hubs in infant brain functional networks

Wen, X., Zhang, H., Li, G., Liu, M., Yin, W., Lin, W., Zhang, J. & Shen, D., 2019 Jan 15, In : NeuroImage. 185, p. 222-235 14 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Group Structure
Newborn Infant

Multimodal hyper-connectivity of functional networks using functionally-weighted LASSO for MCI classification

Li, Y., Liu, J., Gao, X., Jie, B., Kim, M., Yap, P. T., Wee, C. Y. & Shen, D., 2019 Feb 1, In : Medical Image Analysis. 52, p. 80-96 17 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Least-Squares Analysis
1 Citations

3D conditional generative adversarial networks for high-quality PET image estimation at low dose

Wang, Y., Yu, B., Wang, L., Zu, C., Lalush, D. S., Lin, W., Wu, X., Zhou, J., Shen, D. & Zhou, L., 2018 Jul 1, In : NeuroImage. 174, p. 550-562 13 p.

Research output: Contribution to journalArticle

Positron-Emission Tomography
Biochemical Phenomena
Radioactive Tracers
Physiological Phenomena
3 Citations

3-D Fully Convolutional Networks for Multimodal Isointense Infant Brain Image Segmentation

Nie, D., Wang, L., Adeli, E., Lao, C., Lin, W. & Shen, D., 2018 Feb 8, (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticle

Image segmentation
Magnetic resonance
Network architecture