By Associate Professor Yang Song

Conference Papers

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

Song Y; Cai W; Eberl S; Fulham MJ; Feng D, 2010, 'A content-based image retrieval framework for multi-modality lung images', in Proceedings IEEE Symposium on Computer Based Medical Systems, pp. 285 - 290, http://dx.doi.org/10.1109/CBMS.2010.6042657

Song Y; Cai W; Eberl S; Fulham MJ; Feng D, 2010, 'Structure-adaptive feature extraction and representation for multi-modality lung images retrieval', in Proceedings 2010 Digital Image Computing Techniques and Applications Dicta 2010, pp. 152 - 157, http://dx.doi.org/10.1109/DICTA.2010.37

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