Yun Zhou

Assistant Professor

19962019
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Research Output 1996 2019

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Conference contribution
2016

Simultaneous monitoring of PET image resolution, noise, uniformity and quantitative accuracy using uniform cylinder phantom measurements in the multi-center setting

Rahmim, A., Lodge, M., Crabb, A., Zhou, Y., Wong, D. F. & Gottesman, R. F., Mar 10 2016, 2014 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2014. Institute of Electrical and Electronics Engineers Inc., 7430840

Research output: Chapter in Book/Report/Conference proceedingConference contribution

image resolution
Noise
Vascular Dementia
Injections
Amyloid
2015

Bone texture characterization with fisher encoding of local descriptors

Song, Y., Cai, W., Zhang, F., Huang, H., Zhou, Y. & Dagan Feng, D., Jul 21 2015, Proceedings - International Symposium on Biomedical Imaging. IEEE Computer Society, Vol. 2015-July. p. 5-8 4 p. 7163803

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bone
Textures
Bone and Bones
Healthy Volunteers
Datasets
2014

A ranking-based lung nodule image classification method using unlabeled image knowledge

Zhang, F., Song, Y., Cai, W., Zhou, Y., Fulham, M., Eberl, S., Shan, S. & Feng, D., Jul 29 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014. Institute of Electrical and Electronics Engineers Inc., p. 1356-1359 4 p. 6868129

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Lung
Tomography
Classifiers
Testing

Hierarchical and binary spatial descriptors for lung nodule image retrieval

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

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image retrieval
Lung
Neoplasm Staging
Invariance
Tumors

Large margin aggregation of local estimates for medical image classification

Song, Y., Cai, W., Huang, H., Zhou, Y., Feng, D. D. & Chen, M., 2014, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Springer Verlag, Vol. 8674 LNCS. p. 196-203 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8674 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Image Classification
Medical Image
Margin
Aggregation
2013

Context curves for classification of lung nodule images

Zhang, F., Song, Y., Cai, W., Zhou, Y., Shan, S. & Feng, D., 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013. 6691494

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Labeling
Tomography
Labels
Pixels
Imaging techniques

Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor

Song, Y., Cai, W., Zhou, Y., Wen, L. & Feng, D. D., 2013, Proceedings - International Symposium on Biomedical Imaging. p. 198-201 4 p. 6556446

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image retrieval
Pathology
Non-Small Cell Lung Carcinoma
Feature extraction
Positron emission tomography

Quantitative whole-body parametric PET imaging incorporating a generalized Patlak model

Karakatsanis, N. A., Zhou, Y., Lodge, M., Casey, M. E., Wahl, R. L. & Rahmim, A., 2013, IEEE Nuclear Science Symposium Conference Record. Institute of Electrical and Electronics Engineers Inc., 6829042

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Whole Body Imaging
Multimodal Imaging
tracers
beds
acquisition
2012

Dynamic multi-bed FDG PET imaging: Feasibility and optimization

Karakatsanis, N. A., Lodge, M., Zhou, Y., Mhlanga, J., Chaudhry, M. A., Tahari, A. K., Segars, W. P., Wahl, R. L. & Rahmim, A., 2012, IEEE Nuclear Science Symposium Conference Record. p. 3863-3870 8 p. 6153735

Research output: Chapter in Book/Report/Conference proceedingConference contribution

beds
optimization
Whole Body Imaging
acquisition
Noise

Enhanced whole-body PET parametric imaging using hybrid regression and thresholding driven by kinetic correlations

Karakatsanis, N. A., Lodge, M., Mohy-Ud-Din, H., Tahari, A. K., Zhou, Y., Wahl, R. L. & Rahmim, A., 2012, IEEE Nuclear Science Symposium Conference Record. p. 4017-4027 11 p. 6551920

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Multimodal Imaging
regression analysis
Noise
tumors
Whole Body Imaging

Novel parametric PET image quantification using texture and shape analysis

Rahmim, A., Coughlin, J. M., Gonzalez, M., Endres, C. J., Zhou, Y., Wong, D. F., Wahl, R. L., Sossi, V. & Pomper, M. G., 2012, IEEE Nuclear Science Symposium Conference Record. p. 2227-2230 4 p. 6551507

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Systemic Lupus Erythematosus
textures
tracers
brain damage
Spatial Analysis
2009

Direct 4D parametric image reconstruction with plasma input and reference tissue models in reversible binding imaging

Rahmim, A., Zhou, Y., Tang, J. & Wong, D. F., 2009, IEEE Nuclear Science Symposium Conference Record. p. 2516-2522 7 p. 5402037

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Computer-Assisted Image Processing
image reconstruction
Noise
Brain
brain
2002

Automatic Processing of Multimodality Data for Functional PET Analysis

Crabb, A., Zhou, Y., Rousset, O. & Wong, D. F., 2002, IEEE Nuclear Science Symposium and Medical Imaging Conference. Metzler, S. (ed.). Vol. 3. p. 1797-1801 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Graphical user interfaces
Processing
Image analysis
User interfaces
Information systems

Evaluation of Antihistamine Drugs by Human [11C]doxepin Dynamic PET Studies with a Parametric Image Approach

Zhou, Y., Offord, S., Dogan, A. S., Crabb, A. & Wong, D. F., 2002, IEEE Nuclear Science Symposium and Medical Imaging Conference. Metzler, S. (ed.). Vol. 2. p. 1085-1091 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Linear regression
Brain
Tissue
Allergies
Image registration
2001

Human [123I]5-I-A-85380 dynamic SPECT studies in normals: Kinetic analysis and parametric imaging

Zhou, Y., Brasic, J. R., Musachio, J. L., Zukin, S. R., Kuwabara, H., Crabb, A., Endres, C. J., Hilton, J., Fan, H. & Wong, D. F., 2001, IEEE Nuclear Science Symposium and Medical Imaging Conference. Vol. 3. p. 1335-1340 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Imaging techniques
Kinetics
Plasmas
Radioactivity
Metabolites

Parametric imaging and statistical mapping of brain tumor in Ga-68 EDTA dynamic PET studies

Zhou, Y., Huang, S. C., Bao, S. & Wong, D. F., 2001, IEEE Nuclear Science Symposium and Medical Imaging Conference. Vol. 2. p. 1072-1078 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ethylenediaminetetraacetic acid
Tumors
Brain
Pixels
Imaging techniques
1998

Image-wise model fitting for generating parametric images in dynamic PET studies

Huang, S. C., Zhou, Y., Stout, D. & Barrio, J. R., 1998, Proceedings of SPIE - The International Society for Optical Engineering. Hoffman, E. A. (ed.). Vol. 3337. p. 198-202 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

regression analysis
Pixels
pixels
noise propagation
monkeys
1997

Medical image classification with convolutional neural network

Li, Q., Cai, W., Wang, X., Zhou, Y., Feng, D. D. & Chen, M., Mar 19 1997, 2014 13th International Conference on Control Automation Robotics and Vision, ICARCV 2014. Institute of Electrical and Electronics Engineers Inc., p. 844-848 5 p. 7064414

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Image classification
Neural networks
Pulmonary diseases
Medical imaging
Convolution
1996

Image registration and modeling of Ga-68 EDTA for determination of BBB permeability changes induced by pharmacological intervention (RMP7) in tumor patients

Zhou, Y., Huang, S. C., Hoh, C. K., Yang, J., Cloughsey, T., Lin, K. P., Dahlbom, M., Graney, W., Grous, J. J. & Black, K., 1996, Proceedings of SPIE - The International Society for Optical Engineering. Hoffman, E. A. (ed.). Vol. 2709. p. 259-263 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

ethylenediaminetetraacetic acids
Image registration
Ethylenediaminetetraacetic acid
Magnetic resonance imaging
Tumors

Modeling-based factor extraction method for determining spatial heterogeneity of Ga-68 EDTA kinetics in brain tumor

Zhou, Y., Huang, S. C., Cloughesy, T., Hoh, C. K. & Black, K., 1996, IEEE Nuclear Science Symposium & Medical Imaging Conference. IEEE, Vol. 3. p. 1859-1862 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Ethylenediaminetetraacetic acid
Tumors
Brain
Kinetics
Factor analysis