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

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

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

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

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

Automatic segmentation of thigh muscle in longitudinal 3D T1-weighted magnetic resonance (MR) images

Tang, Z., Wang, C., Hoang, P., Liu, S., Cai, W., Soligo, D., Oliver, R., Barnett, M. & Fornusek, C., 1 Jan 2018, Data driven treatment response assessment and preterm, perinatal, and paediatric image analysis: First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018 Held in Conjunction with MICCAI 2018, Proceedings. Melbourne, A., Licandro, R., DiFranco, M., Rota, P., Gau, M., Kampel, M., Aughwane, R., Moeskops, P., Schwartz, E., Robinson, E. & Makropoulos, A. (eds.). Springer-VDI-Verlag GmbH & Co. KG, p. 14-21 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11076 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Magnetic Resonance Image
Magnetic resonance
Muscle
Segmentation
Registration

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

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

Feature learning with component selective encoding for histopathology image classification

Song, Y., Chang, H., Gao, Y., Liu, S., Zhang, D., Yao, J., Chrzanowski, W. & Cai, W., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2018-April. p. 257-260 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image classification
Learning
Textures
Neural networks

Free water elimination improves tractography through multiple sclerosis lesions

Gilchrist, B., Liu, S., Wang, C., Pasternak, O., You, Y. & Klistorner, A., Jun 2018. 3 p.

Research output: Contribution to conferencePaperResearchpeer-review

Multiple Sclerosis
Water
Anisotropy

MS-GAN: GAN-based semantic segmentation of multiple sclerosis lesions in brain magnetic resonance imaging

Zhang, C., Song, Y., Liu, S., Lill, S., Wang, C., Tang, Z., You, Y., Gao, Y., Klistorner, A., Barnett, M. & Cai, W., 2018, 2018 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2018. Murshed, M., Paul, M., Asikuzzaman, M., Pickering, M., Natu, A., Robles-Kelly, A., You, S., Zheng, L. & Rahman, A. (eds.). Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 84-91 8 p. 8615771

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Magnetic resonance
Semantics
Multiple Sclerosis
Brain
Magnetic Resonance Imaging

Personalized lesion profiling in multiple sclerosis

Liu, S., Klistorner, A., Wang, C., Gao, Y., Gilchrist, B., Song, Y., You, Y., Yao, J., Cai, W. & Barnett, M., Jun 2018. 2 p.

Research output: Contribution to conferencePaperResearchpeer-review

Multiple Sclerosis
Brain
Brain Diseases
Clinical Trials
Pathology

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

Whole Slide Image classification via iterative patch labelling

Zhang, C., Song, Y., Zhang, D., Liu, S., Chen, M. & Cai, W., Oct 2018, 2018 25th IEEE International Conference on Image Processing (ICIP): proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1408-1412 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image classification
Labeling
Pathology
Tumors
Brain
2017

Lung nodule classification by jointly using visual descriptors and deep features

Xie, Y., Zhang, J., Liu, S., Cai, W. & Xia, Y., 1 Jan 2017, Medical computer vision and Bayesian and graphical models for biomedical imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Revised Selected Papers. Muller, H., Kelm, B. M., Arbel, T., Cai, W., Cardoso, M. J., Langs, G., Menze, B., Metaxas, D., Montillo, A., Wells III, W. M., Zhang, S., Chung, A. C. S., Jenkinson, M. & Ribbens, A. (eds.). Springer-VDI-Verlag GmbH & Co. KG, p. 116-125 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10081 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Nodule
Lung
Descriptors
Classification Algorithm
Image classification

Multimodal neuroimaging computing for the characterization of neurodegenerative disorders

Liu, S., 10 Jan 2017, Singapore: Springer, Springer Nature. 136 p. (Springer Thesis Series)

Research output: Book/ReportBookResearchpeer-review

Neuroimaging
Neurodegenerative Diseases
Brain
Connectome
Informatics
2016

Clique identification and propagation for multimodal brain tumor image segmentation

Liu, S., Song, Y., Zhang, F., Feng, D., Fulham, M. & Cai, W., 1 Jan 2016, Brain informatics and health: International Conference, BIH 2016, Proceedings. Ascoli, G. A., Hawrylycz, M., Ali, H., Khazanchi, D. & Shi, Y. (eds.). Springer-VDI-Verlag GmbH & Co. KG, p. 285-294 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9919 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Brain Tumor
Clique
Image segmentation
Image Segmentation
Tumors

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

Reconstruction of 3D neuron morphology using Rivulet back-tracking

Zhang, D., Liu, S., Liu, S., Feng, D., Peng, H. & Cai, W., 15 Jun 2016, 2016 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2016-June. p. 598-601 4 p. 7493339

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Neurons
Computer-Assisted Image Processing
Neurology
Nervous System
Noise

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

Content-based retrieval of brain diffusion magnetic resonance image

Liu, S., Hadi, N., Liu, S., Pujol, S., Kikinis, R., Zhang, F., Feng, D. & Cai, W., 1 Jan 2015, Multimodal Retrieval in the Medical Domain: First International Workshop, MRMD 2015, Revised Selected Papers. Müller H., H., del Toro, O. A. J., Hanbury, A., Langs, G. & Rodríguez, A. F. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 54-60 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9059).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Content based retrieval
Content-based Retrieval
Magnetic Resonance Image
Magnetic resonance
Brain

Latent semantic association for medical image retrieval

Zhang, F., Song, Y., Liu, S., Pujol, S., Kikinis, R., Feng, D. & Cai, W., 1 Jan 2015, 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014. Phung, S. L., Bouzerdoum, A., Ogunbona, P., Li, W. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers (IEEE), 6 p. 7008114

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image retrieval
Semantics
Neuroimaging
Image analysis
Experiments

Longitudinal brain MR retrieval with diffeomorphic demons registration: what happened to those patients with similar changes?

Liu, S., Liu, S., Zhang, F., Cai, W., Pujol, S., Kikinis, R. & Feng, D., 1 Jan 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging, ISBI 2015. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2015-July. p. 588-591 4 p. 7163942

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Content based retrieval
Neuroimaging
Brain
Tissue Extracts
Information Systems

Motion representation of ciliated cell images with contour-alignment for automated CBF estimation

Zhang, F., Song, Y., Liu, S., Young, P., Traini, D., Morgan, L., Ong, H-X., Buddle, L., Liu, S., Feng, D. & Cai, W., 2015, Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015: 18th International Conference : Munich, Germany, October 5-9, 2015 : proceedings, part III. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Cham: Springer, Springer Nature, p. 300-307 8 p. (Lecture notes in computer science; vol. 9351).

Research output: Chapter in Book/Report/Conference proceedingChapterResearchpeer-review

Frequency Estimation
Frequency estimation
Alignment
Cells
Motion

Multimodal neuroimaging computing: the workflows, methods, and platforms

Liu, S., Cai, W., Liu, S., Zhang, F., Fulham, M., Feng, D., Pujol, S. & Kikinis, R., 1 Sep 2015, In : Brain Informatics. 2, 3, p. 181-195 15 p.

Research output: Contribution to journalReview articleResearchpeer-review

Open Access
File
Neuroimaging
Workflow
Research
Growth and Development
Brain

Multimodal neuroimaging computing: a review of the applications in neuropsychiatric disorders

Liu, S., Cai, W., Liu, S., Zhang, F., Fulham, M., Feng, D., Pujol, S. & Kikinis, R., 1 Sep 2015, In : Brain Informatics. 2, 3, p. 167-180 14 p.

Research output: Contribution to journalReview articleResearchpeer-review

Open Access
File
Neuroimaging
Neurosciences
Research
Electroencephalography
Magnetic resonance imaging

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

Multi-phase feature representation learning for neurodegenerative disease diagnosis

Liu, S., Liu, S., Cai, W., Pujol, S., Kikinis, R. & Feng, D. D., 1 Jan 2015, Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015, Proceedings. Chalup, S. K., Blair, A. D. & Randall, M. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 350-359 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Neurodegenerative diseases
Neuroimaging
Biomarkers
Disorder
High-dimensional

Ranking-based vocabulary pruning in bag-of-features for image retrieval

Zhang, F., Song, Y., Cai, W., Hauptmann, A. G., Liu, S., Liu, S., Feng, D. D. & Chen, M., 1 Jan 2015, Artificial Life and Computational Intelligence: First Australasian Conference, ACALCI 2015, Proceedings. Chalup, S. K., Blair, A. D. & Randall, M. (eds.). Cham: Springer-VDI-Verlag GmbH & Co. KG, p. 436-445 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8955).

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image retrieval
Image Retrieval
Pruning
Ranking
Medical applications

Subject-centered multi-view feature fusion for neuroimaging retrieval and classification

Liu, S., Cai, W., Liu, S., Pujol, S., Kikinis, R. & Feng, D., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015: Proceedings. Institute of Electrical and Electronics Engineers (IEEE), Vol. 2015-December. p. 2505-2509 5 p. 7351253

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Neuroimaging
Fusion reactions
Computer aided diagnosis
Pathology
Brain
2014

A 3D difference-of-Gaussian-based lesion detector for brain PET

Cai, W., Liu, S., Song, Y., Pujol, S., Kikinis, R. & Feng, D., 2 May 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 677-680 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Positron emission tomography
Brain
Detectors
Metabolism
Biomarkers

Automated feedback extraction for medical imaging retrieval

Cai, W., Zhang, F., Song, Y., Liu, S., Wen, L., Eberl, S., Fulham, M. & Feng, D., 1 Jan 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 907-910 4 p. 6868018

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Medical imaging
Diagnostic Imaging
Image retrieval
Feedback
Medical applications

Co-neighbor multi-view spectral embedding for medical content-based retrieval

Che, H., Liu, S., Cai, W., Pujol, S., Kikinis, R. & Feng, D., 1 Jan 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 911-914 4 p. 6868019

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Content based retrieval
Fusion reactions
Neuroimaging
Spectrum analysis
Databases

Early diagnosis of Alzheimer's disease with deep learning

Liu, S., Liu, S., Cai, W., Pujol, S., Kikinis, R. & Feng, D., 1 Jan 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 1015-1018 4 p. 6868045

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Early Diagnosis
Alzheimer Disease
Learning
Computer aided diagnosis
Prodromal Symptoms

Hierarchical and binary spatial descriptors for lung nodule image retrieval

Ng, G., Song, Y., Cai, W., Zhou, Y., Liu, S. & Dagan Feng, D., 2 Nov 2014, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 6463-6466 4 p. 6945108

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image retrieval
Lung
Neoplasm Staging
Invariance
Tumors

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

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

Propagation graph fusion for multi-modal medical content-based retrieval

Liu, S., Liu, S., Pujol, S., Kikinis, R., Feng, D. & Cai, W., 1 Jan 2014, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers (IEEE), p. 849-854 6 p. 7064415

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Content based retrieval
Fusion reactions
Electric fuses
Imaging techniques
Computer aided diagnosis

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

A bag of semantic words model for medical content-based retrieval

Liu, S., Cai, W., Song, Y., Pujol, S., Kikinis, R. & Feng, D., 26 Sep 2013, International Workshop on Medical Content-Based Retrieval for Clinical Decision Support 2013. 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Content based retrieval
Semantics
Neuroimaging
Image retrieval
Pipelines

A supervised multiview spectral embedding method for neuroimaging classification

Liu, S., Zhang, L., Cai, W., Song, Y., Wang, Z., Wen, L. & Feng, D. D., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 601-605 5 p. 6738124

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Neuroimaging

Graph cuts based relevance feedback in image retrieval

Zhang, L., Liu, S., Wang, Z., Cai, W., Song, Y. & Feng, D. D., 1 Dec 2013, 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 4358-4362 5 p. 6738898

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Image retrieval
Feedback
Information retrieval
Labeling

Localized Sparse Code Gradient in Alzheimer's disease staging

Liu, S., Cai, W., Song, Y., Pujol, S., Kikinis, R., Wen, L. & Feng, D. D., 31 Oct 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2013. Institute of Electrical and Electronics Engineers (IEEE), p. 5398-5401 4 p. 6610769

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Alzheimer Disease
Neuroimaging
Dementia
Magnetic Resonance Imaging
Testing

Multi-Channel brain atrophy pattern analysis in neuroimaging retrieval

Liu, S., Cai, W., Wen, L. & Feng, D., 22 Aug 2013, ISBI 2013 - 2013 IEEE 10th International Symposium on Biomedical Imaging: From Nano to Macro. Institute of Electrical and Electronics Engineers (IEEE), p. 202-205 4 p. 6556447

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionResearchpeer-review

Neuroimaging
Atrophy
Brain
Content based retrieval
Information Storage and Retrieval