Associate Professor Tom Cai

PhD
School of of Information Technologies
Director of Multimedia Lab and Member of BMIT Research Group

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 9351 3271
Fax +61 2 9351 3838

Website Biomedical & Multimedia Information Technology Research Group

Multimedia Computing Research Laboratory

School of Information Technologies

Research interests

  • Biomedical and Multimedia Data Coding and Retrieval
  • Medical Image Processing and Analysis
  • Fast Algorithms for Functional Imaging
  • Computer Vision and Pattern Recognition
  • Mixed and Augmented Reality
  • Digital Interactive Media

Teaching and supervision

COMP3419 - Graphics and Multimedia

COMP3615 - Software Development Project

COMP5415 - Multimedia Authoring and Production

COMP5424 - Information Technology in Biomedicine

COMP5615 - Software Engineering Project

INFO3600 - Major Development Project (Advanced)

INFO5993 - IT Research Methods

Selected grants

2014

  • Workshop on Computer Graphics in Biomedical and Biological Imaging Data; Kim J, Cai T, Klein K, Bennamoun M, Thalmann D, Magnenat-Thalmann N, Zhou K; DVC International/IPDF Grant.

2013

  • ATVRE - Assistive Technologies for Virtual Rehabilitation Engineering; Feng D, Dehghani F, Dunstan C, Jin C, Kim J, Li Q, McEwan A, Ruys A, Brooker G, Buckley T, Cai T, Davis G, Fornusek C, Fulham M, Khadra M, Mohamed A, Murray G, Peck C, Vucetic B, Weiss A; DVC Research/Research Network Scheme (SyReNS).
  • Intelligent Image-based Anomaly Detection; Cai T; DVC Research/Bridging Support Grant.

2011

  • Med-graphic avatar - a comprehensive, holistic and customizable model for personal health records; Feng D, Wang X, Cai T, Li S, Zhu W, Fulham M, Fulham M, Eberl S, Eberl S; Australian Research Council (ARC)/Linkage Projects (LP).
  • Multimedia community healthcare for dementia care; Cai T; University of Sydney/Research Support.

2010

  • Integrated multi-level interpretation and its applications for intelligent multimodality biomedical image navigation, retrieval and tracking; Feng D, Wen L, Fulham M, Eberl S, Cai T, Fulham M, Eberl S, Wen L; Australian Research Council (ARC)/Linkage Projects (LP).

2006

  • Multimedia Computing, Production, Management and Distribution for HDTV and its Applications; Feng D, Cai T, Wang Z, Everitt D, Eades P, Hoang D; Australian Research Council (ARC)/Linkage Infrastructure, Equipment and Facilities (LIEF).

2005

  • Linkage Round 2 2004 - An innovative multimedia framework for multidimensional PET-CT image navigati; Cai T, Kumar A, Feng D.
  • An innovative multimedia framework for multidimensional PET-CT image navigation and communication; Fulham M, Eberl S, Cai T, Fulton R, Feng D, Fulham M, Fulton R, Eberl S; Australian Research Council (ARC)/Linkage Projects (LP).

2004

  • Fully automatic extraction of 3D physiological region-of-interests for dynamic functional imaging.; Cai T; DVC Research/Research and Development Scheme: Research and Development (R&D).
  • Intelligent archiving and retrieving clinic laboratory records in pathology/radiology informatics study; Cai T, Feng D, Haren R; Australian Research Council (ARC)/Linkage Projects (LP).

2003

  • A Fast and Reliable Approach for Generation of #D Physiological Parametric Images; Cai T; DVC Research/Research and Development Scheme: Newly Appointed Staff (NAS).

2002

  • A Web-based Multimedia Solution for Functional Imaging Studies; Cai T; DVC Research/Research and Development Scheme: Newly Appointed Staff (NAS).

Selected publications

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Book Chapters

  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D. (2013). Context Enhanced Graphical Model for Object Localization in Medical Images. In B. Menze, G. Langs, L. Lu, A. Montillo, Z. Tu, A. Criminisi (Eds.), Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging, (pp. 194-205). Berlin Heidelberg: Springer. [More Information]
  • Kim, J., Kumar, A., Cai, T., Feng, D. (2011). Multi-modal Content Based Image Retrieval in Healthcare: Current Applications and Future Challenges. In Joseph Tan (Eds.), New Technologies for Advancing Healthcare and Clinical Practices, (pp. 44-59). Pennsylvania, USA: Medical Information Science Reference.
  • Cai, T., Kim, J., Feng, D. (2008). Content-Based Medical Image Retrieval. In D Feng (Eds.), Biomedical Information Technology. San Diego, USA: Academic Press Elsevier.
  • Kim, J., Cai, T., Fulham, M., Eberl, S., Feng, D. (2008). Data Visualization and Display. In D Feng (Eds.), Biomedical Information Technology, (pp. 211-227). San Diego, USA: Academic Press Elsevier.
  • Wu, H., Tan, D., Cai, T., Feng, D. (2008). Image Data Compression and Storage. In D Feng (Eds.), Biomedical Information Technology, (pp. 51-81). San Diego, USA: Academic Press Elsevier.
  • Kim, J., Wang, Z., Cai, T., Feng, D. (2008). Multimedia for Future Health - Smart Medical Home. In D Feng (Eds.), Biomedical Information Technology, (pp. 497-512). San Diego, USA: Academic Press Elsevier.
  • Cai, T., Feng, D., Fulton, R. (2003). Content-based retrieval for medical data. In Feng, Siu, Zhang (Eds.), Multimedia Information Retrieval and Management, (pp. 366-383). Berlin: Springer.
  • Feng, D., Cai, T., Fulton, R. (2001). A Reliable Unbiased Parametric Imaging Algorithm for Noisy Clinical Brain PET Data. In Gjedde, A; Hansen, S; Knudsen, G; Paulson, OGjedde, A; Hansen, S; Knudsen, G; P (Eds.), Physiological Imaging of the Brain with PET, (pp. 147-151). United States: Academic Press Elsevier.
  • Feng, D., Cai, T., Fulton, R. (2001). FIPS: A Functional Image Processing System for PET Dynamic Studies. In Gjedde, A; Hansen, S; Knudsen, G; Paulson, OGjedde, A; Hansen, S; Knudsen, G; P (Eds.), Physiological Imaging of the Brain with PET, (pp. 35-38). United States: Academic Press Elsevier.

Journals

  • Liu, S., Liu, S., Cai, T. (2014). High-level feature based PET image retrieval with deep learning architecture. The Journal of Nuclear Medicine, 55.
  • Song, Y., Cai, T., Huang, H., Wang, X., Zhou, Y., Fulham, M., Feng, D. (2014). Lesion Detection and Characterization with Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies. IEEE Transactions on Medical Imaging, 33, 408-421. [More Information]
  • Zhang, F., Song, Y., Cai, T., Lee, M., Zhou, Y., Huang, H., Shan, S., Fulham, M., Feng, D. (2014). Lung Nodule Classification With Multilevel Patch-Based Context Analysis. I E E E Transactions on Biomedical Engineering, 61(4), 1155-1166. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D., Pujol, S., Kikinis, R., Fulham, M., Eberl, S. (2014). Multi-Channel Neurodegenerative Pattern Analysis and Its Application in Alzheimer's Disease Characterization. Computerized Medical Imaging and Graphics, 38(6), 436-444. [More Information]
  • Zhang, F., Song, Y., Liu, S., Cai, T. (2014). Semantic association for neuroimaging classification of PET images. The Journal of Nuclear Medicine, 55.
  • Song, Y., Cai, T., Zhou, Y., Fulham, M., Feng, D. (2014). Volume-of-interest retrieval for PET-CT images with a conditional random field alignment. The Journal of Nuclear Medicine, 55(1).
  • Song, Y., Cai, T., Zhou, Y., Wen, L., Feng, D. (2013). Automatic lesion detection in thoracic PET-CT images with region probabilities. Journal of Nuclear Medicine, 54, 2087.
  • Kumar, A., Kim, J., Cai, T., Fulham, M., Feng, D. (2013). Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data. Journal of Digital Imaging, 26(6), 1025-1039. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Feng, D. (2013). Feature-based image patch approximation for lung tissue classification. IEEE Transactions on Medical Imaging, 32(4), 797-808. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D., Chen, M. (2013). Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling. BMC Bioinformatics, 14(1), 1-16. [More Information]
  • Liu, S., Cai, T., Song, Y., Feng, D., Pujol, S., Kikinis, R., Wen, L. (2013). Sparse auto-encoded hypo-metabolism patterns in Alzheimer’s disease and mild cognitive impairment. The Journal of Nuclear Medicine, 54(1807).
  • Song, Y., Cai, T., Kim, J., Feng, D. (2012). A multistage discriminative model for tumor and lymph node detection in thoracic images. I E E E Transactions on Medical Imaging, 31(5), 1061-1075. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2012). Automatic Detection of Lung Tumor and ABnormal Regional Lymph Nodes in PET-CT Images. The Journal of Nuclear Medicine.
  • Wen, L., Shi, X., Eberl, S., Cai, T., Feng, D. (2012). Evaluation of static imaging derived input function for neurological PET-CT studies. The Journal of Nuclear Medicine, 53(Supplement 1), 2318.
  • Liu, S., Cai, T., Wen, L., Feng, D. (2012). Semantic-word-based Image Retrieval for Neurodegenerative Disorders. The Journal of Nuclear Medicine.
  • Song, Y., Cai, T., Feng, D. (2012). Similarity-based Thoracic Subvolume Localization on PET-CT Images. The Journal of Nuclear Medicine, 53(Supplement 1), 268.
  • Deng, W., Hu, J., Guo, J., Cai, T., Feng, D. (2010). Emulating biological strategies for uncontrolled face recognition. Pattern Recognition, 43(6), 2210-2223. [More Information]
  • Deng, W., Hu, J., Guo, J., Cai, T., Feng, D. (2010). Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach. Pattern Recognition, 43(5), 1748-1762. [More Information]
  • Kim, J., Cai, T., Feng, D. (2009). Bridging the Feature Gaps for Retrieval of Multi-Dimensional Images. International Journal of Healthcare Information Systems and Informatics, 4(1), 34-46.
  • Cheung, H., Siu, W., Feng, D., Cai, T. (2008). New Block-based Motion Estimation for Sequences with Brightness Variation and its Application to Static Sprite Generation for Video Compression. IEEE Transactions on Circuits and Systems for Video Technology, 18(4), 522-527.
  • Kim, J., Cai, T., Feng, D., Wu, H. (2007). A new way for multi-dimensional medical data management. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607. [More Information]
  • Wen, L., Eberl, S., Feng, D., Cai, T., Bai, J. (2007). Fast and reliable estimation of multiple parametric images using an integrated method for dynamic SPECT. I E E E Transactions on Medical Imaging, 26(2), 179-189.
  • Kim, J., Hu, Y., Chan, C., Eberl, S., Cai, T., Feng, D., Fulham, M. (2007). Maximum intensity projection (MIP) visualisation and navigation of fused PET/CT with automated bed/linen removal. The Journal of Nuclear Medicine, 48 (Suppl 2)(5), 414.
  • Kim, J., Hu, Y., Chan, C., Eberl, S., Cai, T., Feng, D., Fulham, M. (2007). Maximum intensity projection (MIP) visualization and navigation of fused PET/CT with automated bed/linen removal. The Journal of Nuclear Medicine, Volume 48(5 Supplement 2), 414-414.
  • Kim, J., Cai, T., Eberl, S., Feng, D. (2007). Real time volume rendering visualization. IEEE Transactions on Information Technology in Biomedicine, 11(2), 161-169. [More Information]
  • Kim, J., Cai, T., Eberl, S., Feng, D. (2007). Real-time volume rendering visualization of dual-modality PET/CT images with interactive fuzzy thresholding segmentation. IEEE Transactions on Information Technology in Biomedicine, 11(2), 161-169.
  • Kim, J., Cai, T., Feng, D., Wu, H. (2006). A new way for multidimensional data management. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607. [More Information]
  • Kim, J., Cai, T., Feng, D., Wu, H. (2006). A new way for multidimensional medical data management: Volume of interest (VOI)-based retrieval of medical images with visual and functional features. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2006). Segmentation of VOI from multidimensional dynamic PET images by integrating spatial and temporal features. IEEE Transactions on Information Technology in Biomedicine, 10(4), 637-646.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2005). Interactive Fuzzy Temporal Thresholding for the Segmentation Dynamic Brain PET Images. Journal of Cerebral Blood Flow and Metabolism, 25, S620.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2005). Interactive Multi-Volume Visualization of Segmented Structures within PET-CT Data Sets. The Journal of Nuclear Medicine, 46, 466P.
  • Chen, Z., Feng, D., Fulton, R., Cai, T. (2005). Performance evaluation of functional medical imaging compression via optimal sampling schedule designs and cluster analysis. I E E E Transactions on Biomedical Engineering, 52(5), 943-945.
  • Chen, Z., Feng, D., Cai, T. (2005). Temporal and Spatial Compression of Dynamic positron. International Journal of Image and Graphics, 5(4), 839-858. [More Information]
  • Chen, Z., Feng, D., Cai, T. (2005). Temporal and Spatial Compression of Dynamic Positron Emission Tomography in Sinogram Domain. International Journal of Image and Graphics, 5(4), 839-858.
  • Kim, J., Cai, T., Feng, D., Fulton, R. (2004). Smoothing Of Reconstructed Dynamic Pet Images Using Fuzzy Temporal Kinetic Filtering. The Journal of Nuclear Medicine, 45, 469P.
  • Lim, Y., Cai, T., Feng, D., Fulton, R. (2004). Web-based Functional Image Display with Embedded Patient Information for Security and Management. The Journal of Nuclear Medicine, 45(5), 492P.
  • Wen, L., Eberl, S., Cai, T., Feng, D., Chen, K., Bai, J. (2003). Generalized Linear Least Squares Algorithms for Optimal Image Sampling Schedule in Dynamic SPECT. Journal of Nuclear Medicine Technology.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2003). Three-dimensional multi-plane segmentation of dynamic PET data by optimized seeded region growing approach. Journal of Cerebral Blood Flow and Metabolism, 23, 617.
  • Cai, T., Feng, D., Fulton, R. (2002). A Rapid and Reliable Algorithm for the Construction of Parametric Images in Dynamic PET FDG Studies. The Journal of Nuclear Medicine, 43(212), 869P.
  • Feng, D., Cai, T., Fulton, R. (2002). Dynamic image data compression in spatial and temporal domains: clinical issues and assessment. IEEE Transactions on Information Technology in Biomedicine, 6(4), 262-268. [More Information]
  • Feng, D., Cai, T., Fulton, R. (2002). Dynamic Image Data Compression in the Spatial and Temporal Domains: Clinical Issues Assessments. IEEE Transactions on Information Technology in Biomedicine, 6(4), 262-268.
  • Cai, T., Feng, D., Fulton, R., Siu, W. (2002). Generalized linear least squares algorithms for modeling glucose metabolism in the human brain with corrections for vascular effects. Computer Methods and Programs in Biomedicine, 68(1), 1-14.
  • Cai, T., Feng, D., Fulton, R. (2001). Web-based digital medical images. IEEE Computer Graphics and Applications, 21 No 1, 44-47.
  • Cai, T., Feng, D., Fulton, R. (2000). Content-based retrieval of dynamic PET functional images. IEEE Transactions on Information Technology in Biomedicine, 4(2), 152-158. [More Information]

Conferences

  • Cai, T., Liu, S., Song, Y., Pujol, S., Kikinis, R., Feng, D. (2014). A 3D DIFFERENCE-OF-GAUSSIAN-BASED LESION DETECTOR FOR BRAIN PET. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Zhang, F., Song, Y., Cai, T., Zhou, Y., Fulham, M., Eberl, S., Feng, D. (2014). A Ranking-Based Lung Nodule Image Classification Method Using Unlabeled Image Knowledge. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Cai, T., Zhang, F., Song, Y., Liu, S., Wen, L., Eberl, S., Fulham, M., Feng, D. (2014). AUTOMATED FEEDBACK EXTRACTION FOR MEDICAL IMAGING RETRIEVAL. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). BOOSTED MULTIFOLD SPARSE REPRESENTATION WITH APPLICATION TO ILD CLASSIFICATION. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). BOOSTED MULTIFOLD SPARSE REPRESENTATION WITH APPLICATION TO ILD CLASSIFICATION. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Cai, T. (2014). CO-NEIGHBOR MULTI-VIEW SPECTRAL EMBEDDING FOR MEDICAL CONTENT-BASED RETRIEVAL. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Liu, S., Liu, S., Cai, T., Pujol, S., Kikinis, R., Feng, D. (2014). EARLY DIAGNOSIS OF ALZHEIMER’S DISEASE WITH DEEP LEARNING. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Wang, D., Wang, Y., Nie, F., Yan, J., Cai, T., Saykin, A., Shen, L., Huang, H. (2014). Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014. Springer. [More Information]
  • Zhang, F., Cai, T., Song, Y., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Feng, D. (2014). IMAGE-BASED CILIARY BEATING FREQUENCY ESTIMATION FOR THERAPEUTIC ASSESSMENT ON DEFECTIVE MUCOCILIARY CLEARANCE DISEASES. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Feng, D., Chen, M. (2014). Large Margin Aggregation of Local Estimates for Medical Image Classification. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014. Springer. [More Information]
  • Huang, H., Yan, J., Nie, F., Huang, J., Cai, T., Saykin, A., Shen, L. (2013). A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Liu, S., Zhang, L., Cai, T., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Feng, D., Chen, M. (2013). Cell Nuclei Segmentation in Fluorescence Microscopy Images Using Inter- and Intra-Region Discriminative Information. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Song, Y., Cai, T., Zhou, Y., Shan, S., Feng, D. (2013). Context Curves for Classification of Lung Nodule Images. 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Hobart, Australia: IEEE. [More Information]
  • Song, Y., Cai, T., Huh, S., Chen, M., Kanade, T., Zhou, Y., Feng, D. (2013). Discriminative Data Transform for Image Feature Extraction and Classification. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Lee, M., Cai, T., Song, Y., Selvadurai, H., Feng, D. (2013). Fully Automated Scoring of Chest Radiographs in Cystic Fibrosis. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, T., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, X., Nie, F., Cai, T., Huang, H. (2013). Heterogeneous Image Features Integration via Multi-Modal Semi-Supervised Learning Model. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Liu, S., Cai, T., Song, Y., Pujol, S., Kikinis, R., Wen, L., Feng, D. (2013). Localized Sparse Code Gradient in Alzheimer's Disease Staging. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Li, Q., Cai, T., Feng, D. (2013). Lung Image Patch Classification with Automatic Feature Learning. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2013). Multi-Channel Brain Atrophy Pattern Analysis in Neuroimaging Retrieval. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Song, Y., Cai, T., Pujol, S., Kikinis, R., Wang, X., Feng, D. (2013). Multifold Bayesian Kernelization in Alzheimer's Diagnosis. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2013). Neuroimaging Biomarker Based Prediction of Alzheimer's Disease Severity with Optimized Graph Construction. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, X., Nie, F., Cai, T., Huang, H. (2013). New Graph Structured Sparsity Model for Multi-Label Image Annotations. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Zhang, F., Cai, T., Song, Y., Lee, M., Shan, S., Feng, D. (2013). Overlapping Node Discovery for Improving Classification of Lung Nodules. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Wen, L., Feng, D. (2013). Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wang, H., Nie, F., Cai, T., Huang, H. (2013). Semi-Supervised Robust Dictionary Learning via Efficient L2,0+-Norms Minimization. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, X., Eberl, S., Fulham, M., Feng, D. (2013). Similarity Guided Feature Labeling for Lesion Detection. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013) Part I, Heidelberg: Springer. [More Information]
  • Song, Y., Cai, T., Feng, D. (2012). Disease-Specific Context Modeling and Retrieval with Fast Structure Localization. Mathematical Methods in Biomedical Image Analysis (MMBIA) 2012, United States: Institute of Electrical and Electronics Engineers.
  • Song, Y., Cai, T., Feng, D. (2012). Global context inference for adaptive abnormality detection in PET-CT images. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Wang, Y., Feng, D. (2012). Location classification of lung nodules with optimized graph construction. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Feng, D. (2012). Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. International Conference on Digital Image Computing Techniques and Applications (DICTA 2012), Piscataway, New Jersey, United States of America: IEEE Xplore.
  • Liu, S., Cai, T., Wen, L., Feng, D. (2012). Multiscale and multiorientation feature extraction and degenerative patterns for 3D Neuroimaging retrieval. 19th IEEE International Conference on Image Processing (ICIP 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D. (2012). Object Localization in Medical Images based on Graphical Model with Contrast and Interest-Region Terms. 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cai, T., Song, Y., Feng, D. (2012). Regression and classification based distance metric learning for medical image retrieval. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Feng, D. (2012). Thoracic Abnormality Detection with Data Adaptive Structure Estimation. The 15th International Conference on Medical Image Computing and Computer Assisted Intervention MICCAI 2012, Heidelberg: Springer.
  • Shi, X., Wen, L., Cai, T., Feng, D. (2011). A Study on Static Image Derived Input Function for Non-invasively Constructing Parametric Image in Functional Imaging. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Discriminative pathological context detection in thoracic images based on multi-level inference. 14th International Conference on Medical image computing and computer-assisted intervention, MICCAI 2011, Heidelberg, Germany: Springer. [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Feng, D. (2011). Hierarchical Spatial Matching for Medical Image Retrieval. The ACM International Workshop on Medical Multimedia Analysis and Retrieval, New York, United States of America: Association for Computing Machinery (ACM). [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Localized functional neuroimaging retrieval using 3D discrete curvelet transform. 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI11, Chicago, ILL USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Optimized Pathological and Visual Content-based Neuroimaging Retrieval. SPIE Medical Imaging 2011, United States: SPIE Press.
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Region and learning based retrieval for multi-modality medical images. The 8th IASTED International Conference on Biomedical Engineering (BioMED 2011), Calgary, Alberta, Canada: ACTA Press. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Thoracic image case retrieval with spatial and contextual information. 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI11, Chicago, ILL USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Thoracic Image Matching with Appearance and Spatial Distribution. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2011). Volumetric Congruent Local Binary Patterns for 3D Neurological Image Retrieval. 26th International Conference Image and Vision Computing New Zealand (IVCNZ 2011), New York: Association for Computing Machinery (ACM).
  • Cai, T., Liu, S., Wen, L., Eberl, S., Fulham, M., Feng, D. (2010). 3D Neurological Image Retrieval with Localized Pathology-Centric CMRGLC Patterns. 2010 IEEE 17th International Conference on Image Processing (ICIP 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2010). A Robust Volumetric Feature Extraction Approach for 3D Neuroimaging Retrieval. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2010), Buenos Aires, Argentina,: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2010). Structure-Adaptive Feature Extraction and Representation for Multi-Modality Lung Images Retrieval. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Meikle, S., Fulton, R., Tian, G., Cai, T., Feng, D. (2009). A non-local post-filtering algorithm for PET incorporating anatomical knowledge. 2009 IEEE Nuclear Science Symposium and Medical Imaging Conference, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kumar, A., Kim, J., Cai, T., Eberl, S., Feng, D. (2008). A Graph-Based Approach to the Retrieval of Dual-Modality Biomedical Images Using Spatial Relationships. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 08), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Fulton, R., Feng, D., Cai, T., Meikle, S. (2007). A Numerical Observer Study of MAP with Anatomical and Functional Priors for Lesion Detection. 2007 IEEE Nuclear Science Symposium & medical Imaging Conference, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Fulton, R., Feng, D., Cai, T., Meikle, S. (2007). An Anatomically Based Regionally Adaptive Piror for MAP Reconstruction in Emission Tomography. 2007 IEEE Nuclear Science Symposium & medical Imaging Conference, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Constantinescu, L., Cai, T., Feng, D. (2007). Content-based Dual-Modality Biomedical Data Retrieval Using Co-Aligned Functional and Anatomical Features. 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2007) (2nd publication record for this conference). MICCAI 2007.
  • Lim, Y., Lee, C., Cai, T., Feng, D., Fulham, M. (2007). Development of an Electronic Medical Report Delivery System to 3G GSM Mobile (Cellular) Phones for a Medical Imaging Department. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Chan, C., Fulton, R., Cai, T., Feng, D., Meikle, S. (2007). Minimum Cross-entropy Reconstruction of PET Images with Anatomically Based Anisotropic Median-Diffusion Filtering. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Macready, H., Kim, J., Feng, D., Cai, T. (2006). Interactive Dual-volume Rendering Visualization with Real-time Fusion and Transfer Function Enhancement. SPIE Medical Imaging 2006. SPIE - International Society for Optical Engineering.
  • Chan, C., Meikle, S., Fulton, R., Cai, T., Feng, D. (2006). Quarantine MAP reconstruction of PET/CT data using dual priors. International Society for Optical Engineering, Washington, USA: SPIE - International Society for Optical Engineering.
  • Kim, J., Cai, T., Feng, D. (2005). Dual-Modality PET-CT Visualisation using Real-Time Volume Rendering and Image Fusion with Interactive 3D Segmentation of Anatomical Structures. 27th Annual International Conference IEEE Engineering in Medicine and Biology Society (EMBS) 2005, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Kim, J., Feng, D., Cai, T. (2005). Interactive Fusion and Contrast Enhancement for Whole Body PET-CT Using Multi-Image Pixel Composting. 2005 IEEE Medical Imaging Conference 2005. (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2004). An Objective Evaluation Framework For Segmentation Techniques Of Functional Positron Emission Tomography Studies. Nuclear Science Symposium, Medical Imaging Conference(NSS-MIC 2004), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Wu, H., Kim, J., Cai, T., Feng, D. (2004). Volume Of Interest (Voi) Feature Representation And Retrieval Of Multi-Dimensional Positron Emission Tomography Images. International Symposium on Intelligent Multimedia, Video and Speech Processing: ISIMP 2004, Piscataway NJ: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Feng, D., Cai, T. (2003). A quantitative evaluation measure for 3D biomedical image segmentation. Modelling and Control in Biomedical Systems 2003 (Including Biological Systems), UK: Pergamon.
  • Wen, L., Eberl, S., Cai, T., Feng, D., Bai, J. (2003). A Reliable Voxel-by-Voxel Parameter Estimation for Dynamic SPECT. 2003 World Congress on Medical Physics and Biomedical Engineering.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2003). Automatic 3D Temporal Kinetics Segmentation of Dynamic Emission Tomography Image Using Adaptive Region Growing Cluster Analysis. 2002 IEEE Nuclear Science Symposium and Medical Imaging Conference, Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chen, Z., Feng, D., Cai, T. (2003). Automatic detection of PET lesions. Visualisation 2002. Academic Press Elsevier.
  • Chen, Z., Feng, D., Cai, T. (2003). Computer-aided lesion detection for brain PET images. Modelling and Control in Biomedical Systems 2003 (Including Biological Systems), UK: Pergamon.
  • Chen, Z., Feng, D., Cai, T. (2003). Pathological lesion detection in 3Ddynamic PET images using asymmetry. 12th International Conference on Image Analysis and Processing (ICIAP 2003), Los Alamitos: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). A solution to the distribution and standardisation of multimedia medical data in e-health. Visualisation 2001 - The pan-Sydney area workshop on visual information processing, Australia: ACS Inc.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). Conent Access and Distribution of Multimedia Medial Data in E-Health. 2002 IEEE International Conference on Multimedia and Expo, Tampere, Finland: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). Integrated Multimedia Medical Data Agent in E-Health. The Pan-Sydney Area workshop on Visual Information Processing, Australia: Association for Computing Machinery (ACM).
  • Cai, T., Feng, D., Fulton, R. (2001). A 3D Image Smoothing Method for Dynamic Functional Imaging. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Cai, T., Feng, D., Fulton, R. (2001). A Knowledge-based Image Smoothing Technique for Dynamic PET Studies. 2000 IEEE Medical Imaging Conference. (IEEE) Institute of Electrical and Electronics Engineers.
  • Lim, Y., Feng, D., Cai, T. (2001). A Web-based Collaborative System for Medical Image Analysis and Diagnosis. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Kim, J., Feng, D., Cai, T. (2001). A Web-based Medical Image Data Processing and Management System. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Feng, D., Cai, T., Kim, J., Lim, Y. (2001). Medical Image Data Retrieval and Manipulation through the WWW. 2001 International symposium on Intelligent Multimedia, Video and Speech Processing, Australia: UNSW Australian Defence Force Academy.
  • Feng, D., Cai, T. (2000). Bounded Generalized Linear Least Square (B-GLLS) Algorithm for Parametric Imaging with PET. 4th IFAC Biomedical Symposium on modelling & control in biomedical systems, Austria: International Federation of Automatic Control (IFAC).
  • Feng, D., Cai, T. (2000). Vizualisation of Biomedical Processes: Local Quantitative Physiological Functions in Living Human Body. Computer Graphics International 2000 (CGI'00), Washington DC: IEEE Computer Society Washington. [More Information]

2014

  • Cai, T., Liu, S., Song, Y., Pujol, S., Kikinis, R., Feng, D. (2014). A 3D DIFFERENCE-OF-GAUSSIAN-BASED LESION DETECTOR FOR BRAIN PET. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Zhang, F., Song, Y., Cai, T., Zhou, Y., Fulham, M., Eberl, S., Feng, D. (2014). A Ranking-Based Lung Nodule Image Classification Method Using Unlabeled Image Knowledge. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Cai, T., Zhang, F., Song, Y., Liu, S., Wen, L., Eberl, S., Fulham, M., Feng, D. (2014). AUTOMATED FEEDBACK EXTRACTION FOR MEDICAL IMAGING RETRIEVAL. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). BOOSTED MULTIFOLD SPARSE REPRESENTATION WITH APPLICATION TO ILD CLASSIFICATION. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). BOOSTED MULTIFOLD SPARSE REPRESENTATION WITH APPLICATION TO ILD CLASSIFICATION. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Cai, T. (2014). CO-NEIGHBOR MULTI-VIEW SPECTRAL EMBEDDING FOR MEDICAL CONTENT-BASED RETRIEVAL. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Liu, S., Liu, S., Cai, T., Pujol, S., Kikinis, R., Feng, D. (2014). EARLY DIAGNOSIS OF ALZHEIMER’S DISEASE WITH DEEP LEARNING. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Liu, S., Liu, S., Cai, T. (2014). High-level feature based PET image retrieval with deep learning architecture. The Journal of Nuclear Medicine, 55.
  • Wang, D., Wang, Y., Nie, F., Yan, J., Cai, T., Saykin, A., Shen, L., Huang, H. (2014). Human Connectome Module Pattern Detection Using a New Multi-graph MinMax Cut Model. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014. Springer. [More Information]
  • Zhang, F., Cai, T., Song, Y., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Feng, D. (2014). IMAGE-BASED CILIARY BEATING FREQUENCY ESTIMATION FOR THERAPEUTIC ASSESSMENT ON DEFECTIVE MUCOCILIARY CLEARANCE DISEASES. The IEEE International Symposium on Biodmedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: IEEE.
  • Song, Y., Cai, T., Huang, H., Zhou, Y., Feng, D., Chen, M. (2014). Large Margin Aggregation of Local Estimates for Medical Image Classification. 17th International Conference on Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014. Springer. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, X., Zhou, Y., Fulham, M., Feng, D. (2014). Lesion Detection and Characterization with Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies. IEEE Transactions on Medical Imaging, 33, 408-421. [More Information]
  • Zhang, F., Song, Y., Cai, T., Lee, M., Zhou, Y., Huang, H., Shan, S., Fulham, M., Feng, D. (2014). Lung Nodule Classification With Multilevel Patch-Based Context Analysis. I E E E Transactions on Biomedical Engineering, 61(4), 1155-1166. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D., Pujol, S., Kikinis, R., Fulham, M., Eberl, S. (2014). Multi-Channel Neurodegenerative Pattern Analysis and Its Application in Alzheimer's Disease Characterization. Computerized Medical Imaging and Graphics, 38(6), 436-444. [More Information]
  • Zhang, F., Song, Y., Liu, S., Cai, T. (2014). Semantic association for neuroimaging classification of PET images. The Journal of Nuclear Medicine, 55.
  • Song, Y., Cai, T., Zhou, Y., Fulham, M., Feng, D. (2014). Volume-of-interest retrieval for PET-CT images with a conditional random field alignment. The Journal of Nuclear Medicine, 55(1).

2013

  • Huang, H., Yan, J., Nie, F., Huang, J., Cai, T., Saykin, A., Shen, L. (2013). A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Liu, S., Zhang, L., Cai, T., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Wen, L., Feng, D. (2013). Automatic lesion detection in thoracic PET-CT images with region probabilities. Journal of Nuclear Medicine, 54, 2087.
  • Song, Y., Cai, T., Feng, D., Chen, M. (2013). Cell Nuclei Segmentation in Fluorescence Microscopy Images Using Inter- and Intra-Region Discriminative Information. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Kumar, A., Kim, J., Cai, T., Fulham, M., Feng, D. (2013). Content-Based Medical Image Retrieval: A Survey of Applications to Multidimensional and Multimodality Data. Journal of Digital Imaging, 26(6), 1025-1039. [More Information]
  • Zhang, F., Song, Y., Cai, T., Zhou, Y., Shan, S., Feng, D. (2013). Context Curves for Classification of Lung Nodule Images. 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA), Hobart, Australia: IEEE. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D. (2013). Context Enhanced Graphical Model for Object Localization in Medical Images. In B. Menze, G. Langs, L. Lu, A. Montillo, Z. Tu, A. Criminisi (Eds.), Medical Computer Vision: Recognition Techniques and Applications in Medical Imaging, (pp. 194-205). Berlin Heidelberg: Springer. [More Information]
  • Song, Y., Cai, T., Huh, S., Chen, M., Kanade, T., Zhou, Y., Feng, D. (2013). Discriminative Data Transform for Image Feature Extraction and Classification. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Feng, D. (2013). Feature-based image patch approximation for lung tissue classification. IEEE Transactions on Medical Imaging, 32(4), 797-808. [More Information]
  • Lee, M., Cai, T., Song, Y., Selvadurai, H., Feng, D. (2013). Fully Automated Scoring of Chest Radiographs in Cystic Fibrosis. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, T., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 IEEE International Conference on Image Processing (ICIP 2013), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, X., Nie, F., Cai, T., Huang, H. (2013). Heterogeneous Image Features Integration via Multi-Modal Semi-Supervised Learning Model. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Liu, S., Cai, T., Song, Y., Pujol, S., Kikinis, R., Wen, L., Feng, D. (2013). Localized Sparse Code Gradient in Alzheimer's Disease Staging. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Li, Q., Cai, T., Feng, D. (2013). Lung Image Patch Classification with Automatic Feature Learning. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2013). Multi-Channel Brain Atrophy Pattern Analysis in Neuroimaging Retrieval. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Song, Y., Cai, T., Pujol, S., Kikinis, R., Wang, X., Feng, D. (2013). Multifold Bayesian Kernelization in Alzheimer's Diagnosis. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013), Heidelberg: Springer. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2013). Neuroimaging Biomarker Based Prediction of Alzheimer's Disease Severity with Optimized Graph Construction. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, X., Nie, F., Cai, T., Huang, H. (2013). New Graph Structured Sparsity Model for Multi-Label Image Annotations. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Zhang, F., Cai, T., Song, Y., Lee, M., Shan, S., Feng, D. (2013). Overlapping Node Discovery for Improving Classification of Lung Nodules. 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Zhou, Y., Wen, L., Feng, D. (2013). Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, San Francisco, California: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D., Chen, M. (2013). Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling. BMC Bioinformatics, 14(1), 1-16. [More Information]
  • Wang, H., Nie, F., Cai, T., Huang, H. (2013). Semi-Supervised Robust Dictionary Learning via Efficient L2,0+-Norms Minimization. 2013 IEEE International Conference on Computer Vision (ICCV), Los Alamitos, California: IEEE. [More Information]
  • Song, Y., Cai, T., Huang, H., Wang, X., Eberl, S., Fulham, M., Feng, D. (2013). Similarity Guided Feature Labeling for Lesion Detection. 16th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2013) Part I, Heidelberg: Springer. [More Information]
  • Liu, S., Cai, T., Song, Y., Feng, D., Pujol, S., Kikinis, R., Wen, L. (2013). Sparse auto-encoded hypo-metabolism patterns in Alzheimer’s disease and mild cognitive impairment. The Journal of Nuclear Medicine, 54(1807).

2012

  • Song, Y., Cai, T., Kim, J., Feng, D. (2012). A multistage discriminative model for tumor and lymph node detection in thoracic images. I E E E Transactions on Medical Imaging, 31(5), 1061-1075. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2012). Automatic Detection of Lung Tumor and ABnormal Regional Lymph Nodes in PET-CT Images. The Journal of Nuclear Medicine.
  • Song, Y., Cai, T., Feng, D. (2012). Disease-Specific Context Modeling and Retrieval with Fast Structure Localization. Mathematical Methods in Biomedical Image Analysis (MMBIA) 2012, United States: Institute of Electrical and Electronics Engineers.
  • Wen, L., Shi, X., Eberl, S., Cai, T., Feng, D. (2012). Evaluation of static imaging derived input function for neurological PET-CT studies. The Journal of Nuclear Medicine, 53(Supplement 1), 2318.
  • Song, Y., Cai, T., Feng, D. (2012). Global context inference for adaptive abnormality detection in PET-CT images. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Wang, Y., Feng, D. (2012). Location classification of lung nodules with optimized graph construction. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Feng, D. (2012). Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. International Conference on Digital Image Computing Techniques and Applications (DICTA 2012), Piscataway, New Jersey, United States of America: IEEE Xplore.
  • Liu, S., Cai, T., Wen, L., Feng, D. (2012). Multiscale and multiorientation feature extraction and degenerative patterns for 3D Neuroimaging retrieval. 19th IEEE International Conference on Image Processing (ICIP 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Song, Y., Cai, T., Huang, H., Wang, Y., Feng, D. (2012). Object Localization in Medical Images based on Graphical Model with Contrast and Interest-Region Terms. 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2012, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cai, T., Song, Y., Feng, D. (2012). Regression and classification based distance metric learning for medical image retrieval. 2012 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro (ISBI 2012), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2012). Semantic-word-based Image Retrieval for Neurodegenerative Disorders. The Journal of Nuclear Medicine.
  • Song, Y., Cai, T., Feng, D. (2012). Similarity-based Thoracic Subvolume Localization on PET-CT Images. The Journal of Nuclear Medicine, 53(Supplement 1), 268.
  • Song, Y., Cai, T., Zhou, Y., Feng, D. (2012). Thoracic Abnormality Detection with Data Adaptive Structure Estimation. The 15th International Conference on Medical Image Computing and Computer Assisted Intervention MICCAI 2012, Heidelberg: Springer.

2011

  • Shi, X., Wen, L., Cai, T., Feng, D. (2011). A Study on Static Image Derived Input Function for Non-invasively Constructing Parametric Image in Functional Imaging. 2011 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2011), Los Alamitos, CA, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Discriminative pathological context detection in thoracic images based on multi-level inference. 14th International Conference on Medical image computing and computer-assisted intervention, MICCAI 2011, Heidelberg, Germany: Springer. [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Generalized regional disorder-sensitive-weighting scheme for 3D neuroimaging retrieval. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Feng, D. (2011). Hierarchical Spatial Matching for Medical Image Retrieval. The ACM International Workshop on Medical Multimedia Analysis and Retrieval, New York, United States of America: Association for Computing Machinery (ACM). [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Localized functional neuroimaging retrieval using 3D discrete curvelet transform. 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI11, Chicago, ILL USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Kim, J., Kumar, A., Cai, T., Feng, D. (2011). Multi-modal Content Based Image Retrieval in Healthcare: Current Applications and Future Challenges. In Joseph Tan (Eds.), New Technologies for Advancing Healthcare and Clinical Practices, (pp. 44-59). Pennsylvania, USA: Medical Information Science Reference.
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2011). Optimized Pathological and Visual Content-based Neuroimaging Retrieval. SPIE Medical Imaging 2011, United States: SPIE Press.
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Region and learning based retrieval for multi-modality medical images. The 8th IASTED International Conference on Biomedical Engineering (BioMED 2011), Calgary, Alberta, Canada: ACTA Press. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Thoracic image case retrieval with spatial and contextual information. 2011 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI11, Chicago, ILL USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2011). Thoracic Image Matching with Appearance and Spatial Distribution. 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2011), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Feng, D. (2011). Volumetric Congruent Local Binary Patterns for 3D Neurological Image Retrieval. 26th International Conference Image and Vision Computing New Zealand (IVCNZ 2011), New York: Association for Computing Machinery (ACM).

2010

  • Cai, T., Liu, S., Wen, L., Eberl, S., Fulham, M., Feng, D. (2010). 3D Neurological Image Retrieval with Localized Pathology-Centric CMRGLC Patterns. 2010 IEEE 17th International Conference on Image Processing (ICIP 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, T., Wen, L., Eberl, S., Fulham, M., Feng, D. (2010). A Robust Volumetric Feature Extraction Approach for 3D Neuroimaging Retrieval. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 2010), Buenos Aires, Argentina,: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Deng, W., Hu, J., Guo, J., Cai, T., Feng, D. (2010). Emulating biological strategies for uncontrolled face recognition. Pattern Recognition, 43(6), 2210-2223. [More Information]
  • Deng, W., Hu, J., Guo, J., Cai, T., Feng, D. (2010). Robust, accurate and efficient face recognition from a single training image: A uniform pursuit approach. Pattern Recognition, 43(5), 1748-1762. [More Information]
  • Song, Y., Cai, T., Eberl, S., Fulham, M., Feng, D. (2010). Structure-Adaptive Feature Extraction and Representation for Multi-Modality Lung Images Retrieval. 2010 Digital Image Computing:Techniques and Applications (DICTA 2010), USA: (IEEE) Institute of Electrical and Electronics Engineers.

2009

  • Chan, C., Meikle, S., Fulton, R., Tian, G., Cai, T., Feng, D. (2009). A non-local post-filtering algorithm for PET incorporating anatomical knowledge. 2009 IEEE Nuclear Science Symposium and Medical Imaging Conference, United States: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Cai, T., Feng, D. (2009). Bridging the Feature Gaps for Retrieval of Multi-Dimensional Images. International Journal of Healthcare Information Systems and Informatics, 4(1), 34-46.

2008

  • Kumar, A., Kim, J., Cai, T., Eberl, S., Feng, D. (2008). A Graph-Based Approach to the Retrieval of Dual-Modality Biomedical Images Using Spatial Relationships. 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS 08), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Cai, T., Kim, J., Feng, D. (2008). Content-Based Medical Image Retrieval. In D Feng (Eds.), Biomedical Information Technology. San Diego, USA: Academic Press Elsevier.
  • Kim, J., Cai, T., Fulham, M., Eberl, S., Feng, D. (2008). Data Visualization and Display. In D Feng (Eds.), Biomedical Information Technology, (pp. 211-227). San Diego, USA: Academic Press Elsevier.
  • Wu, H., Tan, D., Cai, T., Feng, D. (2008). Image Data Compression and Storage. In D Feng (Eds.), Biomedical Information Technology, (pp. 51-81). San Diego, USA: Academic Press Elsevier.
  • Kim, J., Wang, Z., Cai, T., Feng, D. (2008). Multimedia for Future Health - Smart Medical Home. In D Feng (Eds.), Biomedical Information Technology, (pp. 497-512). San Diego, USA: Academic Press Elsevier.
  • Cheung, H., Siu, W., Feng, D., Cai, T. (2008). New Block-based Motion Estimation for Sequences with Brightness Variation and its Application to Static Sprite Generation for Video Compression. IEEE Transactions on Circuits and Systems for Video Technology, 18(4), 522-527.

2007

  • Kim, J., Cai, T., Feng, D., Wu, H. (2007). A new way for multi-dimensional medical data management. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607. [More Information]
  • Chan, C., Fulton, R., Feng, D., Cai, T., Meikle, S. (2007). A Numerical Observer Study of MAP with Anatomical and Functional Priors for Lesion Detection. 2007 IEEE Nuclear Science Symposium & medical Imaging Conference, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Fulton, R., Feng, D., Cai, T., Meikle, S. (2007). An Anatomically Based Regionally Adaptive Piror for MAP Reconstruction in Emission Tomography. 2007 IEEE Nuclear Science Symposium & medical Imaging Conference, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Constantinescu, L., Cai, T., Feng, D. (2007). Content-based Dual-Modality Biomedical Data Retrieval Using Co-Aligned Functional and Anatomical Features. 10th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2007) (2nd publication record for this conference). MICCAI 2007.
  • Lim, Y., Lee, C., Cai, T., Feng, D., Fulham, M. (2007). Development of an Electronic Medical Report Delivery System to 3G GSM Mobile (Cellular) Phones for a Medical Imaging Department. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Wen, L., Eberl, S., Feng, D., Cai, T., Bai, J. (2007). Fast and reliable estimation of multiple parametric images using an integrated method for dynamic SPECT. I E E E Transactions on Medical Imaging, 26(2), 179-189.
  • Kim, J., Hu, Y., Chan, C., Eberl, S., Cai, T., Feng, D., Fulham, M. (2007). Maximum intensity projection (MIP) visualisation and navigation of fused PET/CT with automated bed/linen removal. The Journal of Nuclear Medicine, 48 (Suppl 2)(5), 414.
  • Kim, J., Hu, Y., Chan, C., Eberl, S., Cai, T., Feng, D., Fulham, M. (2007). Maximum intensity projection (MIP) visualization and navigation of fused PET/CT with automated bed/linen removal. The Journal of Nuclear Medicine, Volume 48(5 Supplement 2), 414-414.
  • Chan, C., Fulton, R., Cai, T., Feng, D., Meikle, S. (2007). Minimum Cross-entropy Reconstruction of PET Images with Anatomically Based Anisotropic Median-Diffusion Filtering. 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Cai, T., Eberl, S., Feng, D. (2007). Real time volume rendering visualization. IEEE Transactions on Information Technology in Biomedicine, 11(2), 161-169. [More Information]
  • Kim, J., Cai, T., Eberl, S., Feng, D. (2007). Real-time volume rendering visualization of dual-modality PET/CT images with interactive fuzzy thresholding segmentation. IEEE Transactions on Information Technology in Biomedicine, 11(2), 161-169.

2006

  • Kim, J., Cai, T., Feng, D., Wu, H. (2006). A new way for multidimensional data management. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607. [More Information]
  • Kim, J., Cai, T., Feng, D., Wu, H. (2006). A new way for multidimensional medical data management: Volume of interest (VOI)-based retrieval of medical images with visual and functional features. IEEE Transactions on Information Technology in Biomedicine, 10(3), 598-607.
  • Macready, H., Kim, J., Feng, D., Cai, T. (2006). Interactive Dual-volume Rendering Visualization with Real-time Fusion and Transfer Function Enhancement. SPIE Medical Imaging 2006. SPIE - International Society for Optical Engineering.
  • Chan, C., Meikle, S., Fulton, R., Cai, T., Feng, D. (2006). Quarantine MAP reconstruction of PET/CT data using dual priors. International Society for Optical Engineering, Washington, USA: SPIE - International Society for Optical Engineering.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2006). Segmentation of VOI from multidimensional dynamic PET images by integrating spatial and temporal features. IEEE Transactions on Information Technology in Biomedicine, 10(4), 637-646.

2005

  • Kim, J., Cai, T., Feng, D. (2005). Dual-Modality PET-CT Visualisation using Real-Time Volume Rendering and Image Fusion with Interactive 3D Segmentation of Anatomical Structures. 27th Annual International Conference IEEE Engineering in Medicine and Biology Society (EMBS) 2005, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chan, C., Kim, J., Feng, D., Cai, T. (2005). Interactive Fusion and Contrast Enhancement for Whole Body PET-CT Using Multi-Image Pixel Composting. 2005 IEEE Medical Imaging Conference 2005. (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2005). Interactive Fuzzy Temporal Thresholding for the Segmentation Dynamic Brain PET Images. Journal of Cerebral Blood Flow and Metabolism, 25, S620.
  • Kim, J., Cai, T., Feng, D., Eberl, S. (2005). Interactive Multi-Volume Visualization of Segmented Structures within PET-CT Data Sets. The Journal of Nuclear Medicine, 46, 466P.
  • Chen, Z., Feng, D., Fulton, R., Cai, T. (2005). Performance evaluation of functional medical imaging compression via optimal sampling schedule designs and cluster analysis. I E E E Transactions on Biomedical Engineering, 52(5), 943-945.
  • Chen, Z., Feng, D., Cai, T. (2005). Temporal and Spatial Compression of Dynamic positron. International Journal of Image and Graphics, 5(4), 839-858. [More Information]
  • Chen, Z., Feng, D., Cai, T. (2005). Temporal and Spatial Compression of Dynamic Positron Emission Tomography in Sinogram Domain. International Journal of Image and Graphics, 5(4), 839-858.

2004

  • Kim, J., Cai, T., Feng, D., Eberl, S. (2004). An Objective Evaluation Framework For Segmentation Techniques Of Functional Positron Emission Tomography Studies. Nuclear Science Symposium, Medical Imaging Conference(NSS-MIC 2004), Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Cai, T., Feng, D., Fulton, R. (2004). Smoothing Of Reconstructed Dynamic Pet Images Using Fuzzy Temporal Kinetic Filtering. The Journal of Nuclear Medicine, 45, 469P.
  • Wu, H., Kim, J., Cai, T., Feng, D. (2004). Volume Of Interest (Voi) Feature Representation And Retrieval Of Multi-Dimensional Positron Emission Tomography Images. International Symposium on Intelligent Multimedia, Video and Speech Processing: ISIMP 2004, Piscataway NJ: (IEEE) Institute of Electrical and Electronics Engineers.
  • Lim, Y., Cai, T., Feng, D., Fulton, R. (2004). Web-based Functional Image Display with Embedded Patient Information for Security and Management. The Journal of Nuclear Medicine, 45(5), 492P.

2003

  • Kim, J., Feng, D., Cai, T. (2003). A quantitative evaluation measure for 3D biomedical image segmentation. Modelling and Control in Biomedical Systems 2003 (Including Biological Systems), UK: Pergamon.
  • Wen, L., Eberl, S., Cai, T., Feng, D., Bai, J. (2003). A Reliable Voxel-by-Voxel Parameter Estimation for Dynamic SPECT. 2003 World Congress on Medical Physics and Biomedical Engineering.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2003). Automatic 3D Temporal Kinetics Segmentation of Dynamic Emission Tomography Image Using Adaptive Region Growing Cluster Analysis. 2002 IEEE Nuclear Science Symposium and Medical Imaging Conference, Piscataway, NJ, USA: (IEEE) Institute of Electrical and Electronics Engineers.
  • Chen, Z., Feng, D., Cai, T. (2003). Automatic detection of PET lesions. Visualisation 2002. Academic Press Elsevier.
  • Chen, Z., Feng, D., Cai, T. (2003). Computer-aided lesion detection for brain PET images. Modelling and Control in Biomedical Systems 2003 (Including Biological Systems), UK: Pergamon.
  • Cai, T., Feng, D., Fulton, R. (2003). Content-based retrieval for medical data. In Feng, Siu, Zhang (Eds.), Multimedia Information Retrieval and Management, (pp. 366-383). Berlin: Springer.
  • Wen, L., Eberl, S., Cai, T., Feng, D., Chen, K., Bai, J. (2003). Generalized Linear Least Squares Algorithms for Optimal Image Sampling Schedule in Dynamic SPECT. Journal of Nuclear Medicine Technology.
  • Chen, Z., Feng, D., Cai, T. (2003). Pathological lesion detection in 3Ddynamic PET images using asymmetry. 12th International Conference on Image Analysis and Processing (ICIAP 2003), Los Alamitos: (IEEE) Institute of Electrical and Electronics Engineers.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2003). Three-dimensional multi-plane segmentation of dynamic PET data by optimized seeded region growing approach. Journal of Cerebral Blood Flow and Metabolism, 23, 617.

2002

  • Cai, T., Feng, D., Fulton, R. (2002). A Rapid and Reliable Algorithm for the Construction of Parametric Images in Dynamic PET FDG Studies. The Journal of Nuclear Medicine, 43(212), 869P.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). A solution to the distribution and standardisation of multimedia medical data in e-health. Visualisation 2001 - The pan-Sydney area workshop on visual information processing, Australia: ACS Inc.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). Conent Access and Distribution of Multimedia Medial Data in E-Health. 2002 IEEE International Conference on Multimedia and Expo, Tampere, Finland: (IEEE) Institute of Electrical and Electronics Engineers.
  • Feng, D., Cai, T., Fulton, R. (2002). Dynamic image data compression in spatial and temporal domains: clinical issues and assessment. IEEE Transactions on Information Technology in Biomedicine, 6(4), 262-268. [More Information]
  • Feng, D., Cai, T., Fulton, R. (2002). Dynamic Image Data Compression in the Spatial and Temporal Domains: Clinical Issues Assessments. IEEE Transactions on Information Technology in Biomedicine, 6(4), 262-268.
  • Cai, T., Feng, D., Fulton, R., Siu, W. (2002). Generalized linear least squares algorithms for modeling glucose metabolism in the human brain with corrections for vascular effects. Computer Methods and Programs in Biomedicine, 68(1), 1-14.
  • Kim, J., Feng, D., Cai, T., Eberl, S. (2002). Integrated Multimedia Medical Data Agent in E-Health. The Pan-Sydney Area workshop on Visual Information Processing, Australia: Association for Computing Machinery (ACM).

2001

  • Cai, T., Feng, D., Fulton, R. (2001). A 3D Image Smoothing Method for Dynamic Functional Imaging. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Cai, T., Feng, D., Fulton, R. (2001). A Knowledge-based Image Smoothing Technique for Dynamic PET Studies. 2000 IEEE Medical Imaging Conference. (IEEE) Institute of Electrical and Electronics Engineers.
  • Feng, D., Cai, T., Fulton, R. (2001). A Reliable Unbiased Parametric Imaging Algorithm for Noisy Clinical Brain PET Data. In Gjedde, A; Hansen, S; Knudsen, G; Paulson, OGjedde, A; Hansen, S; Knudsen, G; P (Eds.), Physiological Imaging of the Brain with PET, (pp. 147-151). United States: Academic Press Elsevier.
  • Lim, Y., Feng, D., Cai, T. (2001). A Web-based Collaborative System for Medical Image Analysis and Diagnosis. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Kim, J., Feng, D., Cai, T. (2001). A Web-based Medical Image Data Processing and Management System. Pan-Sydney Workshop on Visual Information Processing, Sydney: Australian Computer Society.
  • Feng, D., Cai, T., Fulton, R. (2001). FIPS: A Functional Image Processing System for PET Dynamic Studies. In Gjedde, A; Hansen, S; Knudsen, G; Paulson, OGjedde, A; Hansen, S; Knudsen, G; P (Eds.), Physiological Imaging of the Brain with PET, (pp. 35-38). United States: Academic Press Elsevier.
  • Feng, D., Cai, T., Kim, J., Lim, Y. (2001). Medical Image Data Retrieval and Manipulation through the WWW. 2001 International symposium on Intelligent Multimedia, Video and Speech Processing, Australia: UNSW Australian Defence Force Academy.
  • Cai, T., Feng, D., Fulton, R. (2001). Web-based digital medical images. IEEE Computer Graphics and Applications, 21 No 1, 44-47.

2000

  • Feng, D., Cai, T. (2000). Bounded Generalized Linear Least Square (B-GLLS) Algorithm for Parametric Imaging with PET. 4th IFAC Biomedical Symposium on modelling & control in biomedical systems, Austria: International Federation of Automatic Control (IFAC).
  • Cai, T., Feng, D., Fulton, R. (2000). Content-based retrieval of dynamic PET functional images. IEEE Transactions on Information Technology in Biomedicine, 4(2), 152-158. [More Information]
  • Feng, D., Cai, T. (2000). Vizualisation of Biomedical Processes: Local Quantitative Physiological Functions in Living Human Body. Computer Graphics International 2000 (CGI'00), Washington DC: IEEE Computer Society Washington. [More Information]

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