• 3164 Citations
  • 29 h-Index
20012020
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  • 6 Similar Profiles
Brain Engineering & Materials Science
Magnetic resonance imaging Engineering & Materials Science
Atlases Medicine & Life Sciences
Diffusion Magnetic Resonance Imaging Medicine & Life Sciences
Medical Imaging Mathematics
Medical imaging Engineering & Materials Science
Imaging techniques Engineering & Materials Science
Alzheimer's Disease Mathematics

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Projects 2008 2020

Brain
Neuroimaging
Fusion reactions
Pathology
Learning systems
Atlases
Brain
Psychiatry
Signal-To-Noise Ratio
Neuroimaging
Alzheimer Disease
Brain
Pathology
Public Health
Amyloid Plaques

Research Output 2001 2018

Anatomical Landmark Based Deep Feature Representation for MR Images in Brain Disease Diagnosis

Liu, M., Zhang, J., Nie, D., Yap, P. T. & Shen, D., Sep 1 2018, In : IEEE Journal of Biomedical and Health Informatics. 22, 5, p. 1476-1485 10 p., 8253440

Research output: Contribution to journalArticle

Brain Diseases
Magnetic resonance
Brain
Magnetic Resonance Spectroscopy
Alzheimer Disease
1 Citations

Conversion and time-to-conversion predictions of mild cognitive impairment using low-rank affinity pursuit denoising and matrix completion

for the Alzheimer's Disease Neuroimaging Initiative, Apr 1 2018, In : Medical Image Analysis. 45, p. 68-82 15 p.

Research output: Contribution to journalArticle

Constraint theory
Neuroimaging
Linear regression
Feature extraction
Survival Analysis

Functional MRI registration with tissue-specific patch-based functional correlation tensors

Zhou, Y., Zhang, H., Zhang, L., Cao, X., Yang, R., Feng, Q., Yap, P. T. & Shen, D., Jun 1 2018, In : Human Brain Mapping. 39, 6, p. 2303-2316 14 p.

Research output: Contribution to journalArticle

Magnetic Resonance Imaging
Brain
Population
Gray Matter
White Matter
2 Citations

Longitudinally Guided Super-Resolution of Neonatal Brain Magnetic Resonance Images

Zhang, Y., Shi, F., Cheng, J., Wang, L., Yap, P. T. & Shen, D., Jan 8 2018, (Accepted/In press) In : IEEE Transactions on Cybernetics.

Research output: Contribution to journalArticle

Nonlinear filtering
Pediatrics
Optical resolving power
Magnetism
Magnetic resonance

Multi-Atlas Segmentation of MR Tumor Brain Images Using Low-Rank Based Image Recovery

Tang, Z., Ahmad, S., Yap, P. T. & Shen, D., Apr 6 2018, (Accepted/In press) In : IEEE Transactions on Medical Imaging.

Research output: Contribution to journalArticle

Atlases
Brain Neoplasms
Tumors
Brain
Recovery