By Associate Professor Yang Song

Book Chapters

Brits B; Song Y; Tirado Cortes C, 2024, 'Immersive Visualisation Systems as Alignment Strategies for Extreme Event Scenarios', in Arts, Research, Innovation and Society, Springer Nature Switzerland, pp. 65 - 76, http://dx.doi.org/10.1007/978-3-031-56114-6_6

Song Y; Pagnucco M; Wu F; Asadipour A; Ostwald MJ, 2024, 'Intelligent Architectures for Extreme Event Visualisation', in Arts, Research, Innovation and Society, Springer Nature Switzerland, pp. 37 - 48, http://dx.doi.org/10.1007/978-3-031-56114-6_4

Ghadiri A; Pagnucco M; Song Y, 2024, 'XTranPrune: eXplainability-Aware Transformer Pruning for Bias Mitigation in Dermatological Disease Classification', in Lecture Notes in Computer Science, Springer Nature Switzerland, pp. 749 - 758, http://dx.doi.org/10.1007/978-3-031-72117-5_70

Fan L; Ding Y; Fan D; Wu Y; Pagnucco M; Song Y, 2023, 'Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection', in , pp. 660 - 667, http://dx.doi.org/10.3233/FAIA230329

Xu Y; Pagnucco M; Song Y, 2023, 'DHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics', in , pp. 168 - 184, http://dx.doi.org/10.1007/978-3-031-26293-7_11

Zhu J; Bolsterlee B; Chow BVY; Song Y; Meijering E, 2023, 'Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images', in , pp. 659 - 669, http://dx.doi.org/10.1007/978-3-031-43898-1_63

Wang H; Song Y; Tang Z; Zhang C; Yu J; Liu D; Zhang D; Liu S; Cai W, 2022, 'AI-Enhanced 3D Biomedical Data Analytics for Neuronal Structure Reconstruction', in Humanity Driven AI, Springer International Publishing, pp. 135 - 163, http://dx.doi.org/10.1007/978-3-030-72188-6_7

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, pp. 229 - 238, http://dx.doi.org/10.1007/978-3-030-87193-2_22

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, pp. 497 - 507, http://dx.doi.org/10.1007/978-3-030-87234-2_47

Hu Y; Meijering E; Xia Y; Song Y, 2021, 'Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation', in Neural Information Processing, pp. 283 - 290, http://dx.doi.org/10.1007/978-3-030-92310-5_33

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, 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, 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, pp. 248 - 257, http://dx.doi.org/10.1007/978-3-030-87589-3_26

Song Y; Cai W, 2020, 'Visual feature representation in microscopy image classification', in Computer Vision for Microscopy Image Analysis, 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, 2019, 'Content-based large-scale medical image retrieval', in Biomedical Information Technology, pp. 321 - 368, http://dx.doi.org/10.1016/B978-0-12-816034-3.00011-0

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

Song Y; Cai W, 2017, 'Chapter 6 Handling of Feature Space Complexity for Texture Analysis in Medical Images', in Biomedical Texture Analysis, Elsevier, 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 Series in Computer Vision, WORLD SCIENTIFIC, pp. 75 - 94, http://dx.doi.org/10.1142/9789814460941_0005

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