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

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Meeting abstract
2018

A deep learning based semantic segmentation framework for multiple sclerosis in MRI

Song, Y., Liu, S., Zhang, C., Lill, S., Wang, C., Gao, Y., Tang, Z., You, Y., Klistorner, A., Barnett, M. & Cai, W., Oct 2018, In : Multiple Sclerosis Journal. 24, 2 Supplement, p. 861-2 2 p., EP1522.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Alteration of visual cortical microstructure is associated with pathology along the optic radiation in patients with MS: an asymmetry analysis of posterior visual pathway

Wang, C., Klistorner, A., Barton, J., Beadnall, H., Ly, L., Liu, S., Garber, J., Reddel, S. & Barnett, M., Oct 2018, In : Multiple Sclerosis Journal. 24, 2 Supplement, p. 223 1 p., P496.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Anterograde microstructural changes along the visual pathways in optic neuritis

You, Y., Wang, C., Liu, S., Graham, S. L. & Klistorner, A., Jan 2018, In : Investigative Ophthalmology & Visual Science. 59, 9, 1 p., 615.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Optic Neuritis
Visual Pathways
Radiation
Neuritis
Diffusion Magnetic Resonance Imaging

Brain atrophy correction in longitudinal neuroimaging analysis of chronic white matter lesions

Liu, S., Klistorner, A., Wang, C., Gao, Y., Song, Y., Regmi, S., Gilchrist, B., Ly, L., Cai, W. & Barnett, M., Oct 2018, In : Multiple Sclerosis Journal. 24, 862, p. 862 1 p., EP1523.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Diffusivity data suggests progressive lesion-independent demyelination in NAWM of MS patients: a 5 year study

Klistorner, A., Wang, C., Liu, S., Graham, L. & Barnett, M., Oct 2018, In : Multiple Sclerosis Journal. 24, 2 Supplement, p. 430 1 p., P820.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Understanding memory impairment in multiple sclerosis contributions of macro and micro-structural alterations in the thalamus and hippocampus

Devenney, E., Wang, T., Beadnall, H., Ly, L., Dawes, C., Liu, S. & Barnett, M., Oct 2018, In : Multiple Sclerosis Journal. 24, 2 Supplement, p. 609 1 p.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Relapsing-Remitting Multiple Sclerosis
Thalamus
Multiple Sclerosis
Hippocampus
Episodic Memory
2014

High-level feature based PET image retrieval with deep learning architecture

Liu, S., Liu, S., Cai, W., Che, H., Pujol, S., Kikinis, R., Fulham, M. & Feng, D., 18 Aug 2014, In : The Journal of Nuclear Medicine. 55, Supplement 1, 1 p., 2028.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Image retrieval
Neuroimaging
Content based retrieval
Information management
Glucose

Semantic association for neuroimaging classification of PET images

Zhang, F., Song, Y., Liu, S., Pujol, S., Kikinis, R., Fulham, M., Feng, D. & Cai, W., May 2014, In : The Journal of Nuclear Medicine. 55, Supplement 1, 1 p., 2029.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Neuroimaging
Semantics
Support vector machines
Glossaries
Metabolism
2013

Sparse auto-encoded hypo-metabolism patterns in Alzheimer’s disease and mild cognitive impairment

Liu, S., Cai, W., Song, Y., Pujol, S., Kikinis, R., Wen, L. & Feng, D., May 2013, In : Journal of Nuclear Medicine. 54, Supplement 2, 1 p., 1807.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Alzheimer Disease
Brain
AIDS-Related Complex
Cognitive Dysfunction
Neurons
2012

Semantic-word-based image retrieval for neurodegenerative disorders

Liu, S., Cai, W., Wen, L. & Feng, D., May 2012, In : The Journal of Nuclear Medicine. 53, Supplement 1, 1 p., 2309.

Research output: Contribution to journalMeeting abstractResearchpeer-review

Image retrieval
Semantics
Neuroimaging
Clustering algorithms
Textures