Ms Yang Song

DECRA Fellow
School of Information Technologies

J12 - The School of Information Technologies
The University of Sydney

Telephone +61 2 8627 0867

Website School of Information Technologies

Current research students

Project title Research student
Visual Feature Extraction for Image Pattern Classification Shek-wai Max CHU

Selected grants

2017

  • Magnetically bioprinted three dimensional scaffold-free liver model for nanotoxicity studies; Khanal D, Zhang F, Song Y, Hau H, Fu D, Ramzan I, Cai W, Chrzanowski W; DVC Research/Award for Reduction in the Use of Animals in Research.

2015

  • Discriminative detection and quantification of cancer imaging biomarkers; Song Y; Australian Research Council (ARC)/Discovery Early Career Researcher Award (DECRA).

Selected publications

Download citations: PDF RTF Endnote

Book Chapters

  • Zhang, F., Song, Y., Cai, W., Depeursinge, A., Muller, H. (2017). Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. In Allan Hanbury · Henning Müller and Georg Langs (Eds.), Cloud-Based Benchmarking of Medical Image Analysis, (pp. 237-249). Cham: Springer International Publishing. [More Information]
  • Song, Y., Cai, W., Eberl, S., Fulham, M., Feng, D. (2014). Feature-Centric Lesion Detection and Retrieval in Thoracic Images. In C H Chen (Eds.), Computer Vision in Medical Imaging, (pp. 75-94). Singapore: World Scientific Publishing. [More Information]
  • Song, Y., Cai, W., 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]

Journals

  • Tareef, A., Song, Y., Cai, W., Huang, H., Chang, H., Wang, Y., Fulham, M., Feng, D., Chen, M. (2017). Automatic Segmentation of Overlapping Cervical Smear Cells based on Local Distinctive Features and Guided Shape Deformation. Neurocomputing, 221, 94-107. [More Information]
  • Song, Y., Li, Q., Zhang, F., Huang, H., Feng, D., Wang, Y., Chen, M., Cai, W. (2017). Dual Discriminative Local Coding for Tissue Aging Analysis. Medical Image Analysis, 38, 65-76. [More Information]
  • Song, Y., Li, Q., Huang, H., Feng, D., Chen, M., Cai, W. (2017). Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Transactions on Medical Imaging, 36(8), 1636-1649. [More Information]
  • Tareef, A., Song, Y., Huang, H., Wang, Y., Feng, D., Chen, M., Cai, W. (2017). Optimizing the Cervix Cytological Examination based on Deep Learning and Dynamic Shape Modelling. Neurocomputing, 248, 28-40. [More Information]
  • Song, Y., Cai, W., Huang, H., Feng, D., Wang, Y., Chen, M. (2016). Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors. BMC Bioinformatics, 17(1), 1-15. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Pujol, S., Kikinis, R., Fulham, M., Feng, D., Chen, M. (2016). Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing, 177, 75-88. [More Information]
  • Zhang, F., Song, Y., Cai, W., Liu, S., Liu, S., Pujol, S., Kikinis, R., Xia, Y., Fulham, M., Feng, D. (2016). Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Transactions On Biomedical Engineering, 63(5), 1058-1069. [More Information]
  • Song, Y., Li, Q., Feng, D., Zou, J., Cai, W. (2016). Texture image classification with discriminative neural networks. Computational Visual Media, 2(4), 367-377. [More Information]
  • Yang, M., Verschuer, J., Shi, Y., Song, Y., Katsifis, A., Eberl, S., Wong, K., Brannan, J., Cai, W., Finlay, W., Chan, H. (2016). The effect of device resistance and inhalation flow rate on the lung deposition of orally inhaled mannitol dry powder. International Journal of Pharmaceutics, 513(1-2), 294-301. [More Information]
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Feng, D., Wang, Y., Fulham, M., Chen, M. (2015). Large Margin Local Estimate With Applications to Medical Image Classification. IEEE Transactions on Medical Imaging, 34(6), 1362-1377. [More Information]
  • Song, Y., Cai, W., Zhou, Y., Feng, D., Fulham, M. (2015). Lesion detection with extremal regions in thoracic PET-CT images. The Journal of Nuclear Medicine, 56 (suppl 3)(1783).
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2015). Locality-constrained Subcluster Representation Ensemble for lung image classification. Medical Image Analysis, 22(1), 102-113. [More Information]
  • Song, Y., Cai, W., 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, W., 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]
  • Zhang, F., Song, Y., Liu, S., Cai, W. (2014). Semantic association for neuroimaging classification of PET images. The Journal of Nuclear Medicine, 55.
  • Song, Y., Cai, W., 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, W., 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, W., 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, W., 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, W., 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, W., Kim, J., Feng, D. (2012). A multistage discriminative model for tumor and lymph node detection in thoracic images. IEEE Transactions on Medical Imaging, 31(5), 1061-1075. [More Information]
  • Song, Y., Cai, W., 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, W., Feng, D. (2012). Similarity-based Thoracic Subvolume Localization on PET-CT Images. The Journal of Nuclear Medicine, 53(Supplement 1), 268.

Conferences

  • Song, Y., Zou, J., Chang, H., Cai, W. (2017). Adapting Fisher Vectors for Histopathology Image Classification. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Kahali, P., Suter, Y., Norton, I., Rigolo, L., Savadjiev, P., Song, Y., Rathi, Y., Cai, W., Wells III, W., et al (2017). Automated Connectivity-Based Groupwise Cortical Atlas Generation: Application to Data of Neurosurgical Patients with Brain Tumors for Cortical Parcellation Prediction. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Feng, D., Chen, M., Cai, W. (2017). Automated Multi-stage Segmentation of White Blood Cells via Optimizing Color Processing. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Norton, I., Cai, W., Song, Y., Wells III, W., O'Donnell, L. (2017). Comparison between Two White Matter Segmentation Strategies: An Investigation into White Matter Segmentation Consistency. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Chang, H., Huang, H., Cai, W. (2017). Supervised Intra-Embedding of Fisher Vectors for Histopathology Image Classification. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Wu, W., Ning, L., McAnulty, G., Waber, D., Gagoski, B., Sarill, K., Hamoda, H., Song, Y., Cai, W., et al (2017). Supra-threshold Fiber Cluster Statistics for Data-driven Whole Brain Tractography Analysis. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]
  • Liu, S., Zhang, D., Song, Y., Peng, H., Cai, W. (2017). Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]
  • Tareef, A., Song, Y., Cai, W., Wang, Y., Feng, D., Chen, M. (2016). Automatic Nuclei and Cytoplasm Segmentation of Leukocytes with Color and Texture-based Image Enhancement. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Song, Y., Zhang, F., Feng, D., Fulham, M., Cai, W. (2016). Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. 8th International Conference on Brain Informatics and Health (BIH 2016), Cham, Switzerland: Springer International Publishing. [More Information]
  • Zhang, F., Savadjiev, P., Cai, W., Song, Y., Verma, R., Westin, C., O’Donnell, L. (2016). Fiber Clustering based White Matter Connectivity Analysis for Prediction of Autism Spectrum Disorder using Diffusion Tensor Imaging. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Li, Q., Huang, H., Feng, D., Chen, M., Cai, W. (2016). Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. 14th European Conference on Computer Vision (ECCV 2016), Cham, Switzerland: Springer International Publishing. [More Information]
  • Song, Y., Cai, W., Zhang, F., Huang, H., Zhou, Y., Feng, D., Fulham, M. (2016). Latent Discriminative Modeling for Lesion Detection in PET-CT Images. 18th International Conference on Medical Image Computing and Computer Assisted Interventions MICCAI15 and Computational Methods for Molecular Imaging (CMMI 2015), Munich, Germany: Springer Lecture Notes in Computer Science.
  • Song, Y., Cai, W., Zhang, F., Huang, H., Feng, D., Wang, Y., Chen, M. (2016). Texture Analysis of Tissue Aging using Global and Cluster Constrained Local Coding. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Cai, W., Song, Y., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Feng, D. (2015). Beating Cilia Identification in Fluorescence Microscope Images for Accurate CBF Measurement. 2015 IEEE International Conference on Image Processing (ICIP 2015), Quebec City: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Zhang, F., Huang, H., Zhou, Y., Feng, D. (2015). Bone texture characterization with fisher encoding of local descriptors. 12th IEEE International Symposium on Biomedical Imaging (ISBI 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Li, Q., Zhang, F., Feng, D., Huang, H. (2015). Fusing Subcategory Probabilities for Texture Classification. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Cai, W., Huang, H., Wang, Y., Feng, D., Chen, M. (2015). Learning Shape-Driven Segmentation based on Neural Network and Sparse Reconstruction toward Automated Cell Analysis of Cervical Smears. The 22nd International Conference on Neural Information Processing (ICONIP2015), Cham, Switzerland: Springer Lecture Notes in Computer Science. [More Information]
  • Tareef, A., Song, Y., Lee, M., Feng, D., Chen, M., Cai, W. (2015). Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Song, Y., Liu, S., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Liu, S., Feng, D., Cai, W. (2015). Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Cham: Springer International Publishing. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Liu, S., Feng, D., Chen, M. (2015). Ranking-based vocabulary pruning in bag-of-features for image retrieval. 1st Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2015), Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Liu, S., Feng, D., Chen, M. (2015). Ranking-based Vocabulary Pruning in Bag-of-Features for Image Retrieval. 1st Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2015), Cham, Switzerland: Springer. [More Information]
  • Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zhang, F., Song, Y., Cai, W., Zhou, Y., Fulham, M., Eberl, S., Shan, S., Feng, D. (2014). A Ranking-Based Lung Nodule Image Classification Method Using Unlabeled Image Knowledge. The IEEE International Symposium on Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Cai, W., Feng, D., Chen, M. (2014). Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. The 13th International Conference on Control, Automation, Robotics and Vision, Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). Boosted Multifold Sparse Representation with Application to ILD Classification. The IEEE International Symposium on Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Ng, G., Song, Y., Cai, W., Zhou, Y., Liu, S., Feng, D. (2014). Hierarchical and binary spatial descriptors for lung nodule image retrieval. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Chicago: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Song, Y., Liu, S., Pujol, S., Kikinis, R., Feng, D., Cai, W. (2014). Latent Semantic Association for Medical Image Retrieval. The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Zhang, L., Cai, W., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Song, Y., Cai, W., 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 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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), Berlin: Springer. [More Information]
  • Lee, M., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, W., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Song, Y., Cai, W., 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), Berlin: Springer. [More Information]
  • Zhang, F., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, W., 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, W., 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, W., 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, W., 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, W., 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) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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. [More Information]
  • Cai, W., 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, W., 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. [More Information]
  • Song, Y., Cai, W., 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), Berlin: Springer. [More Information]
  • Song, Y., Cai, W., 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]
  • Song, Y., Cai, W., 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, W., 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, W., 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]
  • Song, Y., Cai, W., 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. [More Information]

2017

  • Song, Y., Zou, J., Chang, H., Cai, W. (2017). Adapting Fisher Vectors for Histopathology Image Classification. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Kahali, P., Suter, Y., Norton, I., Rigolo, L., Savadjiev, P., Song, Y., Rathi, Y., Cai, W., Wells III, W., et al (2017). Automated Connectivity-Based Groupwise Cortical Atlas Generation: Application to Data of Neurosurgical Patients with Brain Tumors for Cortical Parcellation Prediction. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Feng, D., Chen, M., Cai, W. (2017). Automated Multi-stage Segmentation of White Blood Cells via Optimizing Color Processing. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Cai, W., Huang, H., Chang, H., Wang, Y., Fulham, M., Feng, D., Chen, M. (2017). Automatic Segmentation of Overlapping Cervical Smear Cells based on Local Distinctive Features and Guided Shape Deformation. Neurocomputing, 221, 94-107. [More Information]
  • Zhang, F., Norton, I., Cai, W., Song, Y., Wells III, W., O'Donnell, L. (2017). Comparison between Two White Matter Segmentation Strategies: An Investigation into White Matter Segmentation Consistency. 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Li, Q., Zhang, F., Huang, H., Feng, D., Wang, Y., Chen, M., Cai, W. (2017). Dual Discriminative Local Coding for Tissue Aging Analysis. Medical Image Analysis, 38, 65-76. [More Information]
  • Song, Y., Li, Q., Huang, H., Feng, D., Chen, M., Cai, W. (2017). Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Transactions on Medical Imaging, 36(8), 1636-1649. [More Information]
  • Tareef, A., Song, Y., Huang, H., Wang, Y., Feng, D., Chen, M., Cai, W. (2017). Optimizing the Cervix Cytological Examination based on Deep Learning and Dynamic Shape Modelling. Neurocomputing, 248, 28-40. [More Information]
  • Song, Y., Chang, H., Huang, H., Cai, W. (2017). Supervised Intra-Embedding of Fisher Vectors for Histopathology Image Classification. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Wu, W., Ning, L., McAnulty, G., Waber, D., Gagoski, B., Sarill, K., Hamoda, H., Song, Y., Cai, W., et al (2017). Supra-threshold Fiber Cluster Statistics for Data-driven Whole Brain Tractography Analysis. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Song, Y., Cai, W., Depeursinge, A., Muller, H. (2017). Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. In Allan Hanbury · Henning Müller and Georg Langs (Eds.), Cloud-Based Benchmarking of Medical Image Analysis, (pp. 237-249). Cham: Springer International Publishing. [More Information]
  • Liu, S., Zhang, D., Song, Y., Peng, H., Cai, W. (2017). Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. 20th International Conference on Medical Image Computing and Computer-Assisted Intervention 2017 (MICCAI 2017), Cham, Switzerland: Springer. [More Information]

2016

  • Tareef, A., Song, Y., Cai, W., Wang, Y., Feng, D., Chen, M. (2016). Automatic Nuclei and Cytoplasm Segmentation of Leukocytes with Color and Texture-based Image Enhancement. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Huang, H., Feng, D., Wang, Y., Chen, M. (2016). Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors. BMC Bioinformatics, 17(1), 1-15. [More Information]
  • Liu, S., Song, Y., Zhang, F., Feng, D., Fulham, M., Cai, W. (2016). Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. 8th International Conference on Brain Informatics and Health (BIH 2016), Cham, Switzerland: Springer International Publishing. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Pujol, S., Kikinis, R., Fulham, M., Feng, D., Chen, M. (2016). Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing, 177, 75-88. [More Information]
  • Zhang, F., Savadjiev, P., Cai, W., Song, Y., Verma, R., Westin, C., O’Donnell, L. (2016). Fiber Clustering based White Matter Connectivity Analysis for Prediction of Autism Spectrum Disorder using Diffusion Tensor Imaging. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Li, Q., Huang, H., Feng, D., Chen, M., Cai, W. (2016). Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. 14th European Conference on Computer Vision (ECCV 2016), Cham, Switzerland: Springer International Publishing. [More Information]
  • Song, Y., Cai, W., Zhang, F., Huang, H., Zhou, Y., Feng, D., Fulham, M. (2016). Latent Discriminative Modeling for Lesion Detection in PET-CT Images. 18th International Conference on Medical Image Computing and Computer Assisted Interventions MICCAI15 and Computational Methods for Molecular Imaging (CMMI 2015), Munich, Germany: Springer Lecture Notes in Computer Science.
  • Zhang, F., Song, Y., Cai, W., Liu, S., Liu, S., Pujol, S., Kikinis, R., Xia, Y., Fulham, M., Feng, D. (2016). Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Transactions On Biomedical Engineering, 63(5), 1058-1069. [More Information]
  • Song, Y., Cai, W., Zhang, F., Huang, H., Feng, D., Wang, Y., Chen, M. (2016). Texture Analysis of Tissue Aging using Global and Cluster Constrained Local Coding. 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Li, Q., Feng, D., Zou, J., Cai, W. (2016). Texture image classification with discriminative neural networks. Computational Visual Media, 2(4), 367-377. [More Information]
  • Yang, M., Verschuer, J., Shi, Y., Song, Y., Katsifis, A., Eberl, S., Wong, K., Brannan, J., Cai, W., Finlay, W., Chan, H. (2016). The effect of device resistance and inhalation flow rate on the lung deposition of orally inhaled mannitol dry powder. International Journal of Pharmaceutics, 513(1-2), 294-301. [More Information]

2015

  • Zhang, F., Cai, W., Song, Y., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Feng, D. (2015). Beating Cilia Identification in Fluorescence Microscope Images for Accurate CBF Measurement. 2015 IEEE International Conference on Image Processing (ICIP 2015), Quebec City: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Zhang, F., Huang, H., Zhou, Y., Feng, D. (2015). Bone texture characterization with fisher encoding of local descriptors. 12th IEEE International Symposium on Biomedical Imaging (ISBI 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Li, Q., Zhang, F., Feng, D., Huang, H. (2015). Fusing Subcategory Probabilities for Texture Classification. The 28th IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2015), Boston: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Feng, D., Wang, Y., Fulham, M., Chen, M. (2015). Large Margin Local Estimate With Applications to Medical Image Classification. IEEE Transactions on Medical Imaging, 34(6), 1362-1377. [More Information]
  • Tareef, A., Song, Y., Cai, W., Huang, H., Wang, Y., Feng, D., Chen, M. (2015). Learning Shape-Driven Segmentation based on Neural Network and Sparse Reconstruction toward Automated Cell Analysis of Cervical Smears. The 22nd International Conference on Neural Information Processing (ICONIP2015), Cham, Switzerland: Springer Lecture Notes in Computer Science. [More Information]
  • Song, Y., Cai, W., Zhou, Y., Feng, D., Fulham, M. (2015). Lesion detection with extremal regions in thoracic PET-CT images. The Journal of Nuclear Medicine, 56 (suppl 3)(1783).
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2015). Locality-constrained Subcluster Representation Ensemble for lung image classification. Medical Image Analysis, 22(1), 102-113. [More Information]
  • Tareef, A., Song, Y., Lee, M., Feng, D., Chen, M., Cai, W. (2015). Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. 2015 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2015), Piscataway, New Jersey: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Song, Y., Liu, S., Young, P., Traini, D., Morgan, L., Ong, H., Buddle, L., Liu, S., Feng, D., Cai, W. (2015). Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Cham: Springer International Publishing. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Liu, S., Feng, D., Chen, M. (2015). Ranking-based vocabulary pruning in bag-of-features for image retrieval. 1st Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2015), Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Song, Y., Cai, W., Hauptmann, A., Liu, S., Liu, S., Feng, D., Chen, M. (2015). Ranking-based Vocabulary Pruning in Bag-of-Features for Image Retrieval. 1st Australasian Conference on Artificial Life and Computational Intelligence (ACALCI 2015), Cham, Switzerland: Springer. [More Information]

2014

  • Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Zhang, F., Song, Y., Cai, W., Zhou, Y., Fulham, M., Eberl, S., Shan, S., Feng, D. (2014). A Ranking-Based Lung Nodule Image Classification Method Using Unlabeled Image Knowledge. The IEEE International Symposium on Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Tareef, A., Song, Y., Cai, W., Feng, D., Chen, M. (2014). Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. The 13th International Conference on Control, Automation, Robotics and Vision, Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., Huang, H., Zhou, Y., Wang, Y., Feng, D. (2014). Boosted Multifold Sparse Representation with Application to ILD Classification. The IEEE International Symposium on Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers.
  • Song, Y., Cai, W., Eberl, S., Fulham, M., Feng, D. (2014). Feature-Centric Lesion Detection and Retrieval in Thoracic Images. In C H Chen (Eds.), Computer Vision in Medical Imaging, (pp. 75-94). Singapore: World Scientific Publishing. [More Information]
  • Ng, G., Song, Y., Cai, W., Zhou, Y., Liu, S., Feng, D. (2014). Hierarchical and binary spatial descriptors for lung nodule image retrieval. 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Chicago: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Cai, W., 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 Biomedical Imaging (ISBI 2014), Piscataway, New Jersey, United States of America: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, Cham, Switzerland: Springer. [More Information]
  • Zhang, F., Song, Y., Liu, S., Pujol, S., Kikinis, R., Feng, D., Cai, W. (2014). Latent Semantic Association for Medical Image Retrieval. The International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Piscataway, USA: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, W., 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]
  • Zhang, F., Song, Y., Liu, S., Cai, W. (2014). Semantic association for neuroimaging classification of PET images. The Journal of Nuclear Medicine, 55.
  • Song, Y., Cai, W., 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

  • Liu, S., Zhang, L., Cai, W., Song, Y., Wang, Z., Wen, L., Feng, D. (2013). A Supervised Multiview Spectral Embedding Method for Neuroimaging Classification. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, F., Song, Y., Cai, W., 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 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, W., 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), Berlin: Springer. [More Information]
  • Song, Y., Cai, W., 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, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Zhang, L., Liu, S., Wang, Z., Cai, W., Song, Y., Feng, D. (2013). Graph Cuts based Relevance Feedback in Image Retrieval. 2013 20th IEEE International Conference on Image Processing (ICIP 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Liu, S., Song, Y., Cai, W., 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), Berlin: Springer. [More Information]
  • Zhang, F., Cai, W., 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 (EMBC 2013), Piscataway: (IEEE) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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, W., 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]
  • Song, Y., Cai, W., 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, W., 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, W., Kim, J., Feng, D. (2012). A multistage discriminative model for tumor and lymph node detection in thoracic images. IEEE Transactions on Medical Imaging, 31(5), 1061-1075. [More Information]
  • Song, Y., Cai, W., 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, W., 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, W., 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, W., 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, W., 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) Institute of Electrical and Electronics Engineers. [More Information]
  • Song, Y., Cai, W., 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. [More Information]
  • Cai, W., 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, W., Feng, D. (2012). Similarity-based Thoracic Subvolume Localization on PET-CT Images. The Journal of Nuclear Medicine, 53(Supplement 1), 268.
  • Song, Y., Cai, W., 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. [More Information]

2011

  • Song, Y., Cai, W., 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), Berlin: Springer. [More Information]
  • Song, Y., Cai, W., 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]
  • Song, Y., Cai, W., 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, W., 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, W., 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]

2010

  • Song, Y., Cai, W., 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. [More Information]

For support on your academic profile contact .