• 759 Citations
  • 14 h-Index
20102020

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Article
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 journalArticle

15 Citations (Scopus)
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 journalArticle

180 Citations (Scopus)
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 journalArticle

Open Access
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3 Citations (Scopus)
2 Downloads (Pure)

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 journalArticle

19 Citations (Scopus)

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 journalArticle

12 Citations (Scopus)

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 journalArticle

26 Citations (Scopus)
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 journalArticle

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 journalArticle

Open Access
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4 Citations (Scopus)
1 Downloads (Pure)

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 journalArticle

16 Citations (Scopus)

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 journalArticle

Open Access
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6 Citations (Scopus)
21 Downloads (Pure)
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. 142, 2, p. 426-442 17 p.

Research output: Contribution to journalArticle

17 Citations (Scopus)

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 journalArticle

18 Citations (Scopus)
2020

A Deep Learning Methodology for Differentiating Glioma Recurrence from Radiation Necrosis using Multimodal MRI: Algorithm Development and Validation

Gao, Y., Xiao, X., Han, B., Li, G., Ning, X., Wang, D., Cai, W., Kikinis, R., Berkovsky, S., Di Ieva, A., Zhang, L., Ji, N. & Liu, S., 2 May 2020, (Submitted) In : JMIR Medical Informatics.

Research output: Contribution to journalArticle

Open Access
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Isocitrate dehydrogenase (IDH) status prediction in histopathology images of gliomas using deep learning

Liu, S., Shah, Z., Sav, A., Russo, C., Berkovsky, S., Qian, Y., Coiera, E. & Di Ieva, A., 7 May 2020, In : Scientific Reports. 10, p. 1-11 11 p., 7733.

Research output: Contribution to journalArticle

Open Access
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1 Downloads (Pure)