Select Publications

Book Chapters

Chen Y; Zhang C; Song Y; Makris N; Rathi Y; Cai W; Zhang F; O’Donnell LJ, 2021, 'Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation', in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Springer International Publishing, pp. 497 - 507, http://dx.doi.org/10.1007/978-3-030-87234-2_47

Fan L; Sowmya A; Meijering E; Song Y, 2021, 'Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images', in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Springer International Publishing, pp. 592 - 601, http://dx.doi.org/10.1007/978-3-030-87237-3_57

Guo R; Pagnucco M; Song Y, 2021, 'Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation', in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Springer International Publishing, pp. 461 - 470, http://dx.doi.org/10.1007/978-3-030-87196-3_43

Cong C; Liu S; Di Ieva A; Pagnucco M; Berkovsky S; Song Y, 2021, 'Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images', in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Springer International Publishing, pp. 581 - 591, http://dx.doi.org/10.1007/978-3-030-87237-3_56

Wang H; Zhang C; Yu J; Song Y; Liu S; Chrzanowski W; Cai W, 2021, 'Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction', in Machine Learning in Medical Imaging, Springer International Publishing, pp. 248 - 257, http://dx.doi.org/10.1007/978-3-030-87589-3_26

Wang X; Xiang T; Zhang C; Song Y; Liu D; Huang H; Cai W, 2021, 'BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation', in Medical Image Computing and Computer Assisted Intervention – MICCAI 2021, Springer International Publishing, pp. 229 - 238, http://dx.doi.org/10.1007/978-3-030-87193-2_22

Song Y; Cai W, 2021, 'Visual feature representation in microscopy image classification', in Computer Vision for Microscopy Image Analysis, Elsevier, pp. 73 - 100, http://dx.doi.org/10.1016/b978-0-12-814972-0.00004-7

Cai W; Song Y; Kumar A; Kim J; Feng DD, 2020, 'Content-based large-scale medical image retrieval', in Biomedical Information Technology, Elsevier, pp. 321 - 368, http://dx.doi.org/10.1016/b978-0-12-816034-3.00011-0

Song Y; Cai W, 2017, 'Chapter 6 Handling of Feature Space Complexity for Texture Analysis in Medical Images', in Biomedical Texture Analysis, pp. 163 - 191, http://dx.doi.org/10.1016/b978-0-12-812133-7.00006-5

Song Y; Cai W, 2017, 'Handling of feature space complexity for texture analysis in medical images', in Biomedical Texture Analysis: Fundamentals, Tools and Challenges, pp. 163 - 191, http://dx.doi.org/10.1016/B978-0-12-812133-7.00006-5

Zhang F; Song Y; Cai W; Depeursinge A; Müller H, 2017, 'Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark', in Cloud-Based Benchmarking of Medical Image Analysis, Springer International Publishing, pp. 237 - 249, http://dx.doi.org/10.1007/978-3-319-49644-3_14

Song Y; Cai W; Eberl S; Fulham MJ; Feng DD, 2014, 'FEATURE-CENTRIC LESION DETECTION AND RETRIEVAL IN THORACIC IMAGES', in Computer Vision in Medical Imaging, WORLD SCIENTIFIC, pp. 75 - 94, http://dx.doi.org/10.1142/9789814460941_0005


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