By Associate Professor Yang Song

Conference Papers

Tareef A; Song Y; Cai W; Wang Y; Feng DD; Chen M, 2016, 'Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement', in Proceedings International Symposium on Biomedical Imaging, pp. 935 - 938, http://dx.doi.org/10.1109/ISBI.2016.7493418

Zhang F; Savadjiev P; Cai W; Song Y; Verma R; Westin CF; O'Donnell LJ, 2016, 'Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging', in Proceedings International Symposium on Biomedical Imaging, pp. 564 - 567, http://dx.doi.org/10.1109/ISBI.2016.7493331

Song Y; Cat W; Zhang F; Huang H; Dagan Feng D; Wang Y; Chen M, 2016, 'Texture analysis of tissue aging using global and cluster constrained local coding', in Proceedings International Symposium on Biomedical Imaging, pp. 1229 - 1232, http://dx.doi.org/10.1109/ISBI.2016.7493488

Liu S; Song Y; Zhang F; Feng D; Fulham M; Cai W, 2016, 'Clique identification and propagation for multimodal brain Tumor image segmentation', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 285 - 294, http://dx.doi.org/10.1007/978-3-319-47103-7_28

Song Y; Li Q; Huang H; Feng D; Chen M; Cai W, 2016, 'Histopathology image categorization with discriminative dimension reduction of fisher vectors', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 306 - 317, http://dx.doi.org/10.1007/978-3-319-46604-0_22

Zhang F; Cai W; Song Y; Young P; Traini D; Morgan L; Ong HX; Buddle L; Feng D, 2015, 'Beating cilia identification in fluorescence microscope images for accurate CBF measurement', in Proceedings International Conference on Image Processing Icip, pp. 4496 - 4500, http://dx.doi.org/10.1109/ICIP.2015.7351657

Song Y; Cai W; Li Q; Zhang F; Feng DD; Huang H, 2015, 'Fusing subcategory probabilities for texture classification', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 4409 - 4417, http://dx.doi.org/10.1109/CVPR.2015.7299070

Song Y; Cai W; Zhang F; Huang H; Zhou Y; Dagan Feng D, 2015, 'Bone texture characterization with fisher encoding of local descriptors', in Proceedings International Symposium on Biomedical Imaging, pp. 5 - 8, http://dx.doi.org/10.1109/ISBI.2015.7163803

Zhang F; Song Y; Liu S; Pujol S; Kikinis R; Feng D; Cai W, 2015, 'Latent semantic association for medical image retrieval', in 2014 International Conference on Digital Image Computing Techniques and Applications Dicta 2014, http://dx.doi.org/10.1109/DICTA.2014.7008114

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', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 390 - 400, http://dx.doi.org/10.1007/978-3-319-26532-2_43

Tareef A; Song Y; Lee MZ; Feng DD; Chen M; Cai W, 2015, 'Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation', in 2015 International Conference on Digital Image Computing Techniques and Applications Dicta 2015, http://dx.doi.org/10.1109/DICTA.2015.7371285

Zhang F; Song Y; Liu S; Young P; Traini D; Morgan L; Ong HX; Buddle L; Liu S; Feng D; Cai W, 2015, 'Motion representation of ciliated cell images with contour-alignment for automated CBF estimation', in Lecture Notes in Computer Science, pp. 300 - 307, http://dx.doi.org/10.1007/978-3-319-24574-4_36

Zhang F; Song Y; Cai W; Hauptmann AG; Liu S; Liu S; Feng DD; Chen M, 2015, 'Ranking-based vocabulary pruning in bag-of-features for image retrieval', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 436 - 445, http://dx.doi.org/10.1007/978-3-319-14803-8_34

Zhang F; Song Y; Cai W; Depeursinge A; Müller H, 2015, 'USYD/HES-SO in the VISCERAL retrieval benchmark', in Lecture Notes in Computer Science, pp. 139 - 143, http://dx.doi.org/10.1007/978-3-319-24471-6_13

Ng G; Song Y; Cai W; Zhou Y; Liu S; Dagan Feng D, 2014, 'Hierarchical and binary spatial descriptors for lung nodule image retrieval', in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society Embc 2014, pp. 6463 - 6466, http://dx.doi.org/10.1109/EMBC.2014.6945108

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', in 2014 IEEE 11th International Symposium on Biomedical Imaging Isbi 2014, pp. 1356 - 1359, http://dx.doi.org/10.1109/isbi.2014.6868129

Cai W; Zhang F; Song Y; Liu S; Wen L; Eberl S; Fulham M; Feng D, 2014, 'Automated feedback extraction for medical imaging retrieval', in 2014 IEEE 11th International Symposium on Biomedical Imaging Isbi 2014, pp. 907 - 910, http://dx.doi.org/10.1109/isbi.2014.6868018

Zhang F; Cai W; Song Y; Young P; Traini D; Morgan L; Ong HX; Buddle L; Feng D, 2014, 'Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases', in 2014 IEEE 11th International Symposium on Biomedical Imaging Isbi 2014, pp. 193 - 196, http://dx.doi.org/10.1109/isbi.2014.6867842

Zhang F; Song Y; Liu S; Pujol S; Kikinis R; Fulham M; Feng D; Cai W, 2014, 'Semantic association for neuroimaging classification of PET images', in JOURNAL OF NUCLEAR MEDICINE, SOC NUCLEAR MEDICINE INC, MO, St Louis, presented at Annual Meeting of the Society-of-Nuclear-Medicine-and-Molecular-Imaging (SNMMI), MO, St Louis, 07 June 2014 - 11 June 2014

Zhang F; Song Y; Liu S; Pujol S; Kikinis R; Fulham M; Feng D; Cai W, 2014, 'Semantic association for neuroimaging classification of PET images', in JOURNAL OF NUCLEAR MEDICINE, SOC NUCLEAR MEDICINE INC, MO, St Louis, presented at Annual Meeting of the Society-of-Nuclear-Medicine-and-Molecular-Imaging (SNMMI), MO, St Louis, 07 June 2014 - 11 June 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', Institute of Electrical and Electronics Engineers (IEEE), pp. 677 - 680, presented at 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), http://dx.doi.org/10.1109/isbi.2014.6867961

Song Y; Cai W; Huang H; Zhou Y; Wang Y; Feng DD, 2014, 'Boosted Multifold Sparse Representation with Application to Ild Classification', Institute of Electrical and Electronics Engineers (IEEE), pp. 1023 - 1026, presented at 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI), http://dx.doi.org/10.1109/isbi.2014.6868047

Tareef A; Song Y; Cai W; Feng DD; Chen M, 2014, 'Automated three-stage nucleus and cytoplasm segmentation of overlapping cells', in 2014 13th International Conference on Control Automation Robotics and Vision Icarcv 2014, pp. 865 - 870, http://dx.doi.org/10.1109/ICARCV.2014.7064418

Song Y; Cail W; Huang H; Zhou Y; Feng DDA; Chen M, 2014, 'Large margin aggregation of local estimates for medical image classification', in Medical Image Computing and Computer Assisted Intervention Miccai International Conference on Medical Image Computing and Computer Assisted Intervention, pp. 196 - 203

Lu S; Wang Z; Song Y; Mei T; Feng DD, 2013, 'A bag-of-importance model for video summarization', in Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops Icmew 2013, http://dx.doi.org/10.1109/ICMEW.2013.6618454

Song Y; Cai W; Feng DD; Chen M, 2013, 'Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 6087 - 6090, http://dx.doi.org/10.1109/EMBC.2013.6610941

Lee MZ; Cai W; Song Y; Selvadurai H; Feng DD, 2013, 'Fully automated scoring of chest radiographs in cystic fibrosis', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 3965 - 3968, http://dx.doi.org/10.1109/EMBC.2013.6610413

Liu S; Cai W; Song Y; Pujol S; Kikinis R; Wen L; Feng DD, 2013, 'Localized Sparse Code Gradient in Alzheimer's disease staging', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 5398 - 5401, http://dx.doi.org/10.1109/EMBC.2013.6610769

Zhang F; Cai W; Song Y; Lee MZ; Shan S; Dagan D, 2013, 'Overlapping node discovery for improving classification of lung nodules', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 5461 - 5464, http://dx.doi.org/10.1109/EMBC.2013.6610785

Song Y; Cai W; Huh S; Chen M; Kanade T; Zhou Y; Feng D, 2013, 'Discriminative data transform for image feature extraction and classification', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 452 - 459, http://dx.doi.org/10.1007/978-3-642-40763-5_56

Liu S; Song Y; Cai W; Pujol S; Kikinis R; Wang X; Feng D, 2013, 'Multifold Bayesian kernelization in Alzheimer's diagnosis', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 303 - 310, http://dx.doi.org/10.1007/978-3-642-40763-5_38

Song Y; Cai W; Huang H; Wang X; Eberl S; Fulham M; Feng D, 2013, 'Similarity guided feature labeling for lesion detection', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 284 - 291, http://dx.doi.org/10.1007/978-3-642-40811-3_36

Song Y; Cai W; Huang H; Wang Y; Feng DD, 2013, 'Context enhanced graphical model for object localization in medical images', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 194 - 205, http://dx.doi.org/10.1007/978-3-642-36620-8_19

Liu S; Zhang L; Cai W; Song Y; Wang Z; Wen L; Feng DD, 2013, 'A supervised multiview spectral embedding method for neuroimaging classification', in 2013 IEEE International Conference on Image Processing Icip 2013 Proceedings, pp. 601 - 605, http://dx.doi.org/10.1109/ICIP.2013.6738124

Zhang F; Song Y; Cai W; Zhou Y; Shan S; Feng D, 2013, 'Context curves for classification of lung nodule images', in 2013 International Conference on Digital Image Computing Techniques and Applications Dicta 2013, http://dx.doi.org/10.1109/DICTA.2013.6691494

Zhang L; Liu S; Wang Z; Cai W; Song Y; Feng DD, 2013, 'Graph cuts based relevance feedback in image retrieval', in 2013 IEEE International Conference on Image Processing Icip 2013 Proceedings, pp. 4358 - 4362, http://dx.doi.org/10.1109/ICIP.2013.6738898

Song Y; Cai W; Zhou Y; Wen L; Feng DD, 2013, 'Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor', in Proceedings International Symposium on Biomedical Imaging, pp. 198 - 201, http://dx.doi.org/10.1109/ISBI.2013.6556446

Song Y; Cai W; Huang H; Wang Y; Feng DD, 2012, 'Object localization in medical images based on graphical model with contrast and interest-region terms', in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, pp. 1 - 7, http://dx.doi.org/10.1109/CVPRW.2012.6239240

Song Y; Cai W; Feng DD, 2012, 'Similarity-based thoracic subvolume localization on PET-CT images', in JOURNAL OF NUCLEAR MEDICINE, SOC NUCLEAR MEDICINE INC

Song Y; Cai W; Feng DD, 2012, 'Global context inference for adaptive abnormality detection in PET-CT images', in Proceedings International Symposium on Biomedical Imaging, pp. 482 - 485, http://dx.doi.org/10.1109/ISBI.2012.6235589

Song Y; Cai W; Wang Y; Feng DD, 2012, 'Location classification of lung nodules with optimized graph construction', in Proceedings International Symposium on Biomedical Imaging, pp. 1439 - 1442, http://dx.doi.org/10.1109/ISBI.2012.6235841

Song Y; Cai W; Feng DD, 2012, 'Microscopic image segmentation with two-level enhancement of feature discriminability', in 2012 International Conference on Digital Image Computing Techniques and Applications Dicta 2012, http://dx.doi.org/10.1109/DICTA.2012.6411682

Cai W; Song Y; Feng DD, 2012, 'Regression and classification based distance metric learning for medical image retrieval', in Proceedings International Symposium on Biomedical Imaging, pp. 1775 - 1778, http://dx.doi.org/10.1109/ISBI.2012.6235925

Song Y; Cai W; Zhou Y; Feng D, 2012, 'Thoracic abnormality detection with data adaptive structure estimation', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 74 - 81, http://dx.doi.org/10.1007/978-3-642-33415-3_10

Song Y; Cai W; Eberl S; Fulham MJ; Feng DD, 2011, 'Thoracic image matching with appearance and spatial distribution', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society EMBS, pp. 4469 - 4472, http://dx.doi.org/10.1109/IEMBS.2011.6091108

Song Y; Cai W; Feng DD, 2011, 'Hierarchical spatial matching for medical image retrieval', in Mm 11 Proceedings of the 2011 ACM Multimedia Conference and Co Located Workshops 2011 ACM International Workshop on Medical Multimedia Analysis and Retrieval Mmar 11, pp. 1 - 6, http://dx.doi.org/10.1145/2072545.2072547

Song Y; Cai W; Eberl S; Fulham MJ; Feng D, 2011, 'Discriminative pathological context detection in thoracic images based on multi-level inference', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 191 - 198, http://dx.doi.org/10.1007/978-3-642-23626-6_24

Song Y; Cai W; Eberl S; Fulham MJ; Feng D, 2011, 'Region and learning based retrieval for multi-modality medical images', in Proceedings of the 8th IASTED International Conference on Biomedical Engineering Biomed 2011, pp. 343 - 350, http://dx.doi.org/10.2316/P.2011.723-063

Song Y; Cai W; Eberl S; Fulham M; Feng D, 2011, 'Automatic detection of lung tumor and abnormal regional lymph nodes in PET-CT images', in JOURNAL OF NUCLEAR MEDICINE, SOC NUCLEAR MEDICINE INC

Song Y; Cai W; Eberl S; Fulham MJ; Feng D, 2011, 'Thoracic image case retrieval with spatial and contextual information', in Proceedings International Symposium on Biomedical Imaging, pp. 1885 - 1888, http://dx.doi.org/10.1109/ISBI.2011.5872776

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