By Associate Professor Yang Song

Journal articles

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, http://dx.doi.org/10.1186/s12859-016-1318-9

Zhang F; Song Y; Cai W; Liu S; Liu S; Pujol S; Kikinis R; Xia Y; Fulham MJ; Feng DD, 2016, 'Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging', IEEE Transactions on Biomedical Engineering, 63, pp. 1058 - 1069, http://dx.doi.org/10.1109/TBME.2015.2478028

Zhang F; Song Y; Cai W; Hauptmann AG; Liu S; Pujol S; Kikinis R; Fulham MJ; Feng DD; Chen M, 2016, 'Dictionary pruning with visual word significance for medical image retrieval', Neurocomputing, 177, pp. 75 - 88, http://dx.doi.org/10.1016/j.neucom.2015.11.008

Song Y; Cai W; Huang H; Zhou Y; Feng DD; Wang Y; Fulham MJ; Chen M, 2015, 'Large margin local estimate with applications to medical image classification', IEEE Transactions on Medical Imaging, 34, pp. 1362 - 1377, http://dx.doi.org/10.1109/TMI.2015.2393954

Song Y; Cai W; Huang H; Zhou Y; Wang Y; Feng DD, 2015, 'Locality-constrained Subcluster Representation Ensemble for lung image classification', Medical Image Analysis, 22, pp. 102 - 113, http://dx.doi.org/10.1016/j.media.2015.03.003

Song Y; Cai W; Huang H; Wang X; Zhou Y; Fulham MJ; Feng DD, 2014, 'Lesion detection and characterization with context driven approximation in thoracic FDG PET-CT images of NSCLC studies', IEEE Transactions on Medical Imaging, 33, pp. 408 - 421, http://dx.doi.org/10.1109/TMI.2013.2285931

Song Y; Cail W; Huang H; Zhou Y; Feng DDA; Chen M, 2014, 'Large margin aggregation of local estimates for medical image classification', Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention, 17, pp. 196 - 203

Zhang F; Song Y; Cai W; Lee MZ; Zhou Y; Huang H; Shan S; Fulham MJ; Feng DD, 2014, 'Lung nodule classification with multilevel patch-based context analysis', IEEE Transactions on Biomedical Engineering, 61, pp. 1155 - 1166, http://dx.doi.org/10.1109/TBME.2013.2295593

Song Y; Cai W; Huang H; Wang Y; Feng DD; Chen M, 2013, 'Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling', BMC Bioinformatics, 14, http://dx.doi.org/10.1186/1471-2105-14-173

Song Y; Cai W; Zhou Y; Feng DD, 2013, 'Feature-based image patch approximation for lung tissue classification', IEEE Transactions on Medical Imaging, 32, pp. 797 - 808, http://dx.doi.org/10.1109/TMI.2013.2241448

Song Y; Cai W; Kim J; Feng DD, 2012, 'A multistage discriminative model for tumor and lymph node detection in thoracic images', IEEE Transactions on Medical Imaging, 31, pp. 1061 - 1075, http://dx.doi.org/10.1109/TMI.2012.2185057

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