• 589 Citations
  • 12 h-Index
20102022
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Research Outputs 2010 2019

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Article
2019

Demyelination precedes axonal loss in the transneuronal spread of human neurodegenerative disease

You, Y., Joseph, C., Wang, C., Gupta, V., Liu, S., Yiannikas, C., Chua, B., Chitranshi, N., Shen, T., Dheer, Y., Invernizzi, A., Borotkanics, R., Barnett, M., Graham, S. L. & Klistorner, A., 1 Feb 2019, In : Brain; a journal of neurology. 142, 2, p. 426-442 17 p.

Research output: Contribution to journalArticleResearchpeer-review

Demyelinating Diseases
Neurodegenerative Diseases
Radiation
Myelin Sheath
Neuroglia

Differing structural and functional patterns of optic nerve damage in multiple sclerosis and neuromyelitis optica spectrum disorder

Shen, T., You, Y., Arunachalam, S., Fontes, A., Liu, S., Gupta, V., Parratt, J., Wang, C., Barnett, M., Barton, J., Chitranshi, N., Zhu, L., Fraser, C. L., Graham, S. L., Klistorner, A. & Yiannikas, C., Mar 2019, In : Ophthalmology. 126, 3, p. 445-453 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Neuromyelitis Optica
Optic Nerve
Multiple Sclerosis
Visual Evoked Potentials
Ganglia
2018

A deep learning-based algorithm identifies glaucomatous discs using monoscopic fundus photographs

Liu, S., Graham, S. L., Schulz, A., Kalloniatis, M., Zangerl, B., Cai, W., Gao, Y., Chua, B., Klistorner, A. & You, Y., 15 Jul 2018, In : Ophthalmology Glaucoma. 1, 1, p. 15-22 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Artificial Intelligence
Learning
Databases
Confidence Intervals
Sensitivity and Specificity

Altered brain structure and functional connectivity of primary visual cortex in optic neuritis

Huang, J., Duan, Y., Liu, S., Liang, P., Ren, Z., Gao, Y., Liu, Y., Zhang, X., Lu, J. & Li, K., 20 Dec 2018, In : Frontiers in Human Neuroscience. 12, p. 1-7 7 p., 473.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Optic Neuritis
Visual Cortex
Brain
Parietal Lobe
Occipital Lobe

Digital to analog resistive switching transition induced by graphene buffer layer in strontium titanate based devices

Wan, T., Qu, B., Du, H., Lin, X., Lin, Q., Wang, D. W., Cazorla, C., Li, S., Liu, S. & Chu, D., 15 Feb 2018, In : Journal of Colloid and Interface Science. 512, p. 767-774 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Graphite
Strontium
Buffer layers
Graphene
Electrodes

Evidence of progressive tissue loss in the core of chronic MS lesions: a longitudinal DTI study

Klistorner, A., Wang, C., Yiannikas, C., Parratt, J., Dwyer, M., Barton, J., Graham, S. L., You, Y., Liu, S. & Barnett, M. H., 2018, In : NeuroImage: Clinical. 17, p. 1028-1035 8 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Diffusion Tensor Imaging
Relapsing-Remitting Multiple Sclerosis
Gadolinium
Water
Anisotropy
2016

Cross-view neuroimage pattern analysis in Alzheimer's disease staging

Liu, S., Cai, W., Pujol, S., Kikinis, R., Feng, D. D. & Alzheimer's Disease Neuroimaging Initiative, 23 Feb 2016, In : Frontiers in Aging Neuroscience. 8, FEB, p. 1-15 15 p., 23.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Alzheimer Disease
Biomarkers
Neuroimaging
Disease Progression
Pathology

Dictionary pruning with visual word significance for medical image retrieval

Zhang, F., Song, Y., Cai, W., Hauptmann, A. G., Liu, S., Pujol, S., Kikinis, R., Fulham, M. J., Feng, D. D. & Chen, M., 12 Feb 2016, In : Neurocomputing. 177, p. 75-88 14 p.

Research output: Contribution to journalArticleResearchpeer-review

Image retrieval
Glossaries
Semantics
Medical imaging
Iterative methods

Pairwise latent semantic association for similarity computation in medical imaging

Zhang, F., Song, Y., Cai, W., Liu, S., Liu, S., Pujol, S., Kikinis, R., Xia, Y., Fulham, M. J., Feng, D. D. & Alzheimer's Disease Neuroimaging Initiative, 1 May 2016, In : IEEE Transactions on Biomedical Engineering. 63, 5, p. 1058-1069 12 p., 7254153.

Research output: Contribution to journalArticleResearchpeer-review

Medical imaging
Semantics
Image retrieval
Feature extraction

Rivulet: 3D neuron morphology tracing with iterative back-tracking

Liu, S., Zhang, D., Liu, S., Feng, D., Peng, H. & Cai, W., 1 Oct 2016, In : Neuroinformatics. 14, 4, p. 387-401 15 p.

Research output: Contribution to journalArticleResearchpeer-review

Neurons
Neuronal Plasticity
Image quality
Noise
Pipelines
2015

Multimodal neuroimaging feature learning for multiclass diagnosis of Alzheimer's disease

Liu, S., Liu, S., Cai, W., Che, H., Pujol, S., Kikinis, R., Feng, D., Fulham, M. J. & ADNI, 1 Apr 2015, In : IEEE Transactions on Biomedical Engineering. 62, 4, p. 1132-1140 9 p., 6963480.

Research output: Contribution to journalArticleResearchpeer-review

Neuroimaging
Computer aided diagnosis
Data fusion
Biomarkers
Learning systems
2014

Multi-Channel neurodegenerative pattern analysis and its application in Alzheimer's disease characterization

Liu, S., Cai, W., Wen, L., Feng, D. D., Pujol, S., Kikinis, R., Fulham, M. J., Eberl, S. & ADNI, 1 Jan 2014, In : Computerized Medical Imaging and Graphics. 38, 6, p. 436-444 9 p.

Research output: Contribution to journalArticleResearchpeer-review

Alzheimer Disease
Neuroimaging
Neurodegenerative Diseases
Brain
Consensus