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Yang Song 0001
Person information
- affiliation: University of New South Wales, Sydney, NSW, Australia
- affiliation (PhD 2013): University of Sydney, School of Information Technologies, Biomedical and Multimedia Information Technology (BMIT) Research Group, NSW, Australia
Other persons with the same name
- Yang Song — disambiguation page
- Yang Song 0002 — Waseda University, Graduate School of Information, Production and Systems, Kitakyushu City, Japan
- Yang Song 0003
— Shanghai University, School of Mechatronics Engineering and Automation, Department of Automation, China (and 1 more)
- Yang Song 0004
— Beihang University, School of Instrumentation Science and Opto-Electronics Engineering, Beijing, China
- Yang Song 0005 — IBM T. J. Watson Research Center, Hawthorne, NY, USA (and 1 more)
- Yang Song 0006
— University of California, San Diego, CA, USA
- Yang Song 0007 — University of Arizona, Department of Electrical and Computer Engineering, Tucson, AZ, USA
- Yang Song 0008
— Kuaishou Technology, Beijing, China (and 3 more)
- Yang Song 0009 — Google Research, Mountain View, CA, USA
- Yang Song 0010
— East China Normal University, School of Computer Science and Software Engineering, Shanghai, China
- Yang Song 0011
— Stanford University, CA, USA
- Yang Song 0012
— Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore (and 2 more)
- Yang Song 0013
— University of Tennessee, Department of Electrical Engineering and Computer Science, xKnoxville, USA (and 2 more)
- Yang Song 0014
— Norwegian University of Science and Technology, Trondheim, Norway (and 2 more)
- Yang Song 0015
— Ningbo University, Faculty of Information Science and Engineering, College of Science and Technology, Zhejiang Provincial United Key Laboratory of Embedded Systems, China
- Yang Song 0016 — University of Utah, School of Computing, Salt Lake City, UH, USA
- Yang Song 0017
— Zoomlion Smart Agriculture, Intelligent Agriculture Research Institute, Wuhu, China (and 1 more)
- Yang Song 0018
— China Agricultural University, College of Resources and Environmental Sciences, Beijing, China
- Yang Song 0019
— University of North Carolina at Wilmington, Department of Computer Science, NC, USA (and 1 more)
- Yang Song 0020 — Communication University of China, School of Information Engineering, China
- Yang Song 0021
— BOSS Zhipin NLP Center, Beijing, China
- Yang Song 0022
— Northeastern University, College of Information Science and Engineering, Shenyang, China
- Yang Song 0023 — Fujifilm Software, Inc., San Jose, CA, USA (and 1 more)
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2020 – today
- 2024
- [j52]Jiayi Zhu, Bart Bolsterlee
, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images. Comput. Medical Imaging Graph. 115: 102383 (2024) - [j51]Cong Cong
, Sidong Liu
, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva
, Shlomo Berkovsky
, Yang Song:
Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification. Expert Syst. Appl. 251: 123783 (2024) - [j50]Yuqian Chen, Leo R. Zekelman
, Chaoyi Zhang
, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai
, Fan Zhang
, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. Medical Image Anal. 94: 103120 (2024) - [j49]Ruoyu Guo, Yiwen Xu, Anthony Tompkins, Maurice Pagnucco, Yang Song:
Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning. Medical Image Anal. 97: 103273 (2024) - [j48]Lei Fan
, Dongdong Fan, Yiwen Ding, Yong Wu, Hongxia Chu, Maurice Pagnucco
, Yang Song
:
AV4GAInsp: An Efficient Dual-Camera System for Identifying Defective Kernels of Cereal Grains. IEEE Robotics Autom. Lett. 9(1): 851-858 (2024) - [j47]Wenbin Wang
, Yang Song
, Sanjay K. Jha
:
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach. IEEE ACM Trans. Audio Speech Lang. Process. 32: 2590-2604 (2024) - [j46]Junyan Wang
, Yiqi Jiang
, Yang Long
, Xiuyu Sun
, Maurice Pagnucco
, Yang Song
:
Deconfounding Causal Inference for Zero-Shot Action Recognition. IEEE Trans. Multim. 26: 3976-3986 (2024) - [c136]Cong Cong
, Shiyu Xuan
, Sidong Liu
, Shiliang Zhang, Maurice Pagnucco, Yang Song:
Decoupled Optimisation for Long-Tailed Visual Recognition. AAAI 2024: 1380-1388 - [c135]Marium Malik, Jiaojiao Jiang, Yang Song, Sanjay Jha:
MFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction. ECIR (3) 2024: 345-353 - [c134]Peibo Li
, Maarten de Rijke
, Hao Xue
, Shuang Ao
, Yang Song
, Flora D. Salim
:
Large Language Models for Next Point-of-Interest Recommendation. SIGIR 2024: 1463-1472 - [i46]Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song:
An annotated grain kernel image database for visual quality inspection. CoRR abs/2401.08599 (2024) - [i45]Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim:
Large Language Models for Next Point-of-Interest Recommendation. CoRR abs/2404.17591 (2024) - [i44]Wenbin Wang, Yang Song, Sanjay Jha:
USAT: A Universal Speaker-Adaptive Text-to-Speech Approach. CoRR abs/2404.18094 (2024) - [i43]Lihuan Li, Hao Xue, Yang Song, Flora D. Salim:
T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation. CoRR abs/2406.12913 (2024) - [i42]Wenbin Wang, Yang Song, Sanjay Jha:
GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech. CoRR abs/2406.14875 (2024) - [i41]Piumi Sandarenu, Julia Chen, Iveta Slapetova, Lois Browne, Peter H. Graham, Alexander Swarbrick, Ewan K. A. Millar, Yang Song, Erik Meijering:
Semi-supervised variational autoencoder for cell feature extraction in multiplexed immunofluorescence images. CoRR abs/2406.15727 (2024) - [i40]Yuqian Chen, Fan Zhang, Meng Wang, Leo R. Zekelman, Suheyla Cetin Karayumak, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Lauren J. O'Donnell:
TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography. CoRR abs/2407.08883 (2024) - 2023
- [j45]Priyanka Rana
, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced classification for protein subcellular localization with multilabel oversampling. Bioinform. 39(1) (2023) - [j44]Yiwen Xu, Maurice Pagnucco, Yang Song:
An edge guided coarse-to-fine generative network for image outpainting. Neurocomputing 541: 126254 (2023) - [j43]Tengfei Xue, Fan Zhang, Chaoyi Zhang
, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Superficial white matter analysis: An efficient point-cloud-based deep learning framework with supervised contrastive learning for consistent tractography parcellation across populations and dMRI acquisitions. Medical Image Anal. 85: 102759 (2023) - [j42]Ruoyu Guo, Kunzi Xie
, Maurice Pagnucco, Yang Song:
SAC-Net: Learning with weak and noisy labels in histopathology image segmentation. Medical Image Anal. 86: 102790 (2023) - [j41]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai
, Fan Zhang
, Lauren J. O'Donnell
:
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation. NeuroImage 273: 120086 (2023) - [j40]Zhichao Yang, Cong Cong
, Maurice Pagnucco, Yang Song:
Multi-scale multi-reception attention network for bone age assessment in X-ray images. Neural Networks 158: 249-257 (2023) - [j39]Lei Fan
, Arcot Sowmya, Erik Meijering
, Yang Song
:
Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency. IEEE Trans. Medical Imaging 42(5): 1401-1412 (2023) - [j38]Dongnan Liu
, Chaoyi Zhang
, Yang Song
, Heng Huang
, Chenyu Wang
, Michael Barnett
, Tom Weidong Cai
:
Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement. IEEE Trans. Multim. 25: 1333-1344 (2023) - [j37]Wenbin Wang
, Maurice Pagnucco, Chengpei Xu
, Yang Song
:
InterREC: An Interpretable Method for Referring Expression Comprehension. IEEE Trans. Multim. 25: 9330-9342 (2023) - [c133]Raynaldio Limarga, Yang Song, Maurice Pagnucco, David Rajaratnam:
Epistemic Reasoning in Computational Machine Ethics. AI (2) 2023: 82-94 - [c132]Yan Hu, Erik Meijering, Yang Song:
Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation. AI (1) 2023: 115-126 - [c131]Renhao Huang, Anthony Tompkins, Maurice Pagnucco, Yang Song:
Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach. CoLLAs 2023: 227-243 - [c130]Shenyang Qian, Maurice Pagnucco, Yang Song:
Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation. DICTA 2023: 49-56 - [c129]Lei Fan
, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song:
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection. ECAI 2023: 660-667 - [c128]Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song:
Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. ICLR 2023 - [c127]Fan Wan, Junyan Wang, Haoran Duan, Yang Song, Maurice Pagnucco, Yang Long:
Community-Aware Federated Video Summarization. IJCNN 2023: 1-8 - [c126]Wenbin Wang, Yang Song, Sanjay Jha:
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations. INTERSPEECH 2023: 4454-4458 - [c125]Renhao Huang, Maurice Pagnucco, Yang Song:
HyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction. IROS 2023: 3208-3213 - [c124]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography. ISBI 2023: 1-5 - [c123]Jiayi Zhu
, Bart Bolsterlee
, Brian V. Y. Chow, Yang Song, Erik Meijering:
Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images. MICCAI (3) 2023: 659-669 - [c122]Yongze Wang, Maurice Pagnucco, Yang Song:
Self-training with Domain-Mixed Data for Few-Shot Domain Adaptation in Medical Image Segmentation Tasks. MLMI@MICCAI (1) 2023: 299-309 - [c121]Yiwen Xu
, Ruoyu Guo
, Maurice Pagnucco
, Yang Song
:
Draw2Edit: Mask-Free Sketch-Guided Image Manipulation. ACM Multimedia 2023: 7205-7215 - [c120]Carson Yu Liu
, Gelareh Mohammadi, Yang Song, Wafa Johal
:
Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents. RO-MAN 2023: 405-412 - [c119]Dennis Del Favero
, Yang Song
, Khalid A. M. Moinuddin
, Charles Green
, Jason J. Sharples
, Alex Ong
, Navin Brohier
:
Penumbra2.0. SIGGRAPH Asia Art Gallery 2023: 16:1-16:2 - [i39]Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai
, Lauren J. O'Donnell:
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography. CoRR abs/2301.01911 (2023) - [i38]Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song:
Multimodal Trajectory Prediction: A Survey. CoRR abs/2302.10463 (2023) - [i37]Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song:
Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition. CoRR abs/2303.02693 (2023) - [i36]Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans. CoRR abs/2303.05126 (2023) - [i35]Yuqian Chen, Leo R. Zekelman, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance. CoRR abs/2307.03982 (2023) - [i34]Wenbin Wang, Yang Song, Sanjay Jha:
Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations. CoRR abs/2308.13007 (2023) - [i33]Carson Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal
:
Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents. CoRR abs/2309.09346 (2023) - [i32]Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song:
Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection. CoRR abs/2311.11901 (2023) - [i31]Haoran Fan, Qi Fan, Maurice Pagnucco, Yang Song:
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation. CoRR abs/2312.04813 (2023) - 2022
- [j36]Tiange Xiang
, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu
, Heng Huang, Weidong Cai
:
Towards bi-directional skip connections in encoder-decoder architectures and beyond. Medical Image Anal. 78: 102420 (2022) - [j35]Cong Cong
, Sidong Liu
, Antonio Di Ieva
, Maurice Pagnucco, Shlomo Berkovsky
, Yang Song:
Colour adaptive generative networks for stain normalisation of histopathology images. Medical Image Anal. 82: 102580 (2022) - [j34]Jiyang Jiang
, Dadong Wang, Yang Song, Perminder S. Sachdev
, Wei Wen:
Computer-aided extraction of select MRI markers of cerebral small vessel disease: A systematic review. NeuroImage 261: 119528 (2022) - [j33]Yang Ma, Chaoyi Zhang
, Mariano Cabezas
, Yang Song
, Zihao Tang
, Dongnan Liu
, Weidong Cai
, Michael Barnett
, Chenyu Wang
:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. IEEE J. Biomed. Health Informatics 26(6): 2680-2692 (2022) - [j32]Tiange Xiang
, Yang Song
, Chaoyi Zhang, Dongnan Liu
, Mei Chen, Fan Zhang
, Heng Huang
, Lauren O'Donnell
, Weidong Cai
:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. IEEE Trans. Medical Imaging 41(8): 2180-2190 (2022) - [c118]Yiwen Xu
, Maurice Pagnucco
, Yang Song
:
DHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics. ACCV (7) 2022: 168-184 - [c117]Junyan Wang, Likun Qin, Peng Zhang, Yang Long, Bingzhang Hu, Maurice Pagnucco, Shizheng Wang, Yang Song:
Towards Unified Multi-Excitation for Unsupervised Video Prediction. BMVC 2022: 587 - [c116]Lihuan Li, Maurice Pagnucco, Yang Song:
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction. CVPR 2022: 2221-2231 - [c115]Lei Fan
, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song:
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains. CVPR 2022: 21084-21093 - [c114]Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai
:
Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation. ICIP 2022: 971-975 - [c113]Wenbin Wang, Yang Song, Sanjay Jha:
Autolv: Automatic Lecture Video Generator. ICIP 2022: 1086-1090 - [c112]Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song:
CoGNet: Cooperative Graph Neural Networks. IJCNN 2022: 1-8 - [c111]Cong Cong
, Yixing Yang, Sidong Liu
, Maurice Pagnucco, Yang Song:
Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network. ISBI 2022: 1-4 - [c110]Yan Hu, Yongsheng Pan
, Yang Song, Erik Meijering, Zhiming Cui, Yue Zhao, Zhongxiang Ding, Min Zhu, Dinggang Shen:
Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images. ISBI 2022: 1-4 - [c109]Shichen Luo, Zhan Heng, Maurice Pagnucco, Yang Song:
Two-Stage Topological Refinement Network for Retinal Artery/Vein Classification. ISBI 2022: 1-4 - [c108]Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup. ISBI 2022: 1-4 - [c107]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. ISBI 2022: 1-5 - [c106]Jiayi Zhu
, Bart Bolsterlee
, Brian V. Y. Chow, Yang Song, Erik Meijering:
Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research. ISBI 2022: 1-5 - [c105]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Weidong Cai
, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. MICCAI (1) 2022: 174-184 - [c104]Kunzi Xie, Yixing Yang, Maurice Pagnucco, Yang Song:
Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net. MICCAI (6) 2022: 310-319 - [c103]Cong Cong
, Yixing Yang, Sidong Liu
, Maurice Pagnucco, Antonio Di Ieva
, Shlomo Berkovsky
, Yang Song:
Adaptive Unified Contrastive Learning for Imbalanced Classification. MLMI@MICCAI 2022: 348-357 - [c102]Lei Fan
, Arcot Sowmya, Erik Meijering, Yang Song:
Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning. MICCAI (2) 2022: 409-419 - [i30]Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Weidong Cai:
Decompose to Adapt: Cross-domain Object Detection via Feature Disentanglement. CoRR abs/2201.01929 (2022) - [i29]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell:
SupWMA: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning. CoRR abs/2201.12528 (2022) - [i28]Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song:
GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains. CoRR abs/2203.05306 (2022) - [i27]Tiange Xiang
, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Tom Weidong Cai
:
Towards Bi-directional Skip Connections in Encoder-Decoder Architectures and Beyond. CoRR abs/2203.05709 (2022) - [i26]Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song:
Explainability in Graph Neural Networks: An Experimental Survey. CoRR abs/2203.09258 (2022) - [i25]Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen:
Computer-Aided Extraction of Select MRI Markers of Cerebral Small Vessel Disease: A Systematic Review. CoRR abs/2204.01411 (2022) - [i24]Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation. CoRR abs/2205.00627 (2022) - [i23]Lihuan Li, Maurice Pagnucco, Yang Song:
Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction. CoRR abs/2206.05712 (2022) - [i22]Yuqian Chen, Fan Zhang, Chaoyi Zhang, Tengfei Xue, Leo R. Zekelman, Jianzhong He, Yang Song, Nikos Makris, Yogesh Rathi, Alexandra J. Golby, Tom Weidong Cai
, Lauren J. O'Donnell:
White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning. CoRR abs/2207.02402 (2022) - [i21]Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai
, Lauren J. O'Donnell:
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions. CoRR abs/2207.08975 (2022) - [i20]Wenbin Wang, Yang Song, Sanjay Jha:
AutoLV: Automatic Lecture Video Generator. CoRR abs/2209.08795 (2022) - 2021
- [j31]Dongnan Liu
, Donghao Zhang
, Yang Song
, Heng Huang, Weidong Cai
:
Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images. IEEE Trans. Image Process. 30: 2045-2059 (2021) - [j30]Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Lina Yao, Yang Song
, Depeng Jin:
Learning to Recommend With Multiple Cascading Behaviors. IEEE Trans. Knowl. Data Eng. 33(6): 2588-2601 (2021) - [j29]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang
, Lauren O'Donnell
, Heng Huang
, Mei Chen, Weidong Cai
:
PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images. IEEE Trans. Medical Imaging 40(1): 154-165 (2021) - [c101]Maurice Pagnucco, David Rajaratnam
, Raynaldio Limarga, Abhaya Nayak
, Yang Song:
Epistemic Reasoning for Machine Ethics with Situation Calculus. AIES 2021: 814-821 - [c100]Junyan Wang, Yang Long, Maurice Pagnucco, Yang Song:
Dynamic Graph Warping Transformer for Video Alignment. BMVC 2021: 289 - [c99]Han Lin, Maurice Pagnucco, Yang Song
:
Edge Guided Progressively Generative Image Outpainting. CVPR Workshops 2021: 806-815 - [c98]Chaoyi Zhang, Jianhui Yu, Yang Song
, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis. CVPR 2021: 9705-9715 - [c97]Yu Liu
, Gelareh Mohammadi, Yang Song, Wafa Johal
:
Speech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review. HAI 2021: 31-38 - [c96]Tiange Xiang
, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai
:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. ICCV 2021: 895-904 - [c95]Shek Wai Chu, Chaoyi Zhang, Yang Song
, Tom Weidong Cai
:
Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation. ICIP 2021: 514-518 - [c94]Yan Hu, Erik Meijering, Yong Xia, Yang Song
:
Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation. ICONIP (6) 2021: 283-290 - [c93]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai
:
ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis. IJCNN 2021: 1-8 - [c92]Yuqian Chen, Yang Song
, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell
, Wojciech Chrzanowski, Weidong Cai
:
Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images. ISBI 2021: 779-782 - [c91]Heng Wang
, Yang Song
, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Tom Weidong Cai:
Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. ISBI 2021: 934-938 - [c90]Priyanka Rana, Erik Meijering, Arcot Sowmya, Yang Song
:
Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation. ISBI 2021: 1929-1933 - [c89]Cong Cong
, Sidong Liu
, Antonio Di Ieva
, Maurice Pagnucco, Shlomo Berkovsky
, Yang Song
:
Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images. ISBI 2021: 1949-1952 - [c88]Xinyi Wang, Tiange Xiang
, Chaoyi Zhang, Yang Song
, Dongnan Liu
, Heng Huang, Weidong Cai
:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. MICCAI (1) 2021: 229-238 - [c87]Heng Wang
, Chaoyi Zhang, Jianhui Yu, Yang Song
, Siqi Liu, Wojciech Chrzanowski, Weidong Cai
:
Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. MLMI@MICCAI 2021: 248-257 - [c86]Ruoyu Guo, Maurice Pagnucco, Yang Song
:
Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation. MICCAI (2) 2021: 461-470 - [c85]Yuqian Chen, Chaoyi Zhang, Yang Song
, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell
:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. MICCAI (7) 2021: 497-507 - [c84]Cong Cong
, Sidong Liu
, Antonio Di Ieva
, Maurice Pagnucco, Shlomo Berkovsky
, Yang Song
:
Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images. MICCAI (8) 2021: 581-591 - [c83]Lei Fan
, Arcot Sowmya, Erik Meijering, Yang Song
:
Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images. MICCAI (8) 2021: 592-601 - [c82]Yang Bai
, Junyan Wang, Yang Long, Bingzhang Hu, Yang Song, Maurice Pagnucco, Yu Guan:
Discriminative Latent Semantic Graph for Video Captioning. ACM Multimedia 2021: 3556-3564 - [i19]Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Weidong Cai:
Single Neuron Segmentation using Graph-based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images. CoRR abs/2101.08910 (2021) - [i18]Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai:
CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images. CoRR abs/2102.10377 (2021) - [i17]Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai:
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis. CoRR abs/2103.05558 (2021) - [i16]Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Tom Weidong Cai, Michael Barnett, Chenyu Wang:
Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications. CoRR abs/2104.10029 (2021) - [i15]Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai:
Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis. CoRR abs/2105.01288 (2021) - [i14]Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Tom Weidong Cai:
Partial Graph Reasoning for Neural Network Regularization. CoRR abs/2106.01805 (2021) - [i13]Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai:
BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation. CoRR abs/2106.14033 (2021) - [i12]Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell:
Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation. CoRR abs/2107.04938 (2021) - [i11]Yang Bai, Junyan Wang, Yang Long, Bingzhang Hu, Yang Song, Maurice Pagnucco, Yu Guan:
Discriminative Latent Semantic Graph for Video Captioning. CoRR abs/2108.03662 (2021) - [i10]Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai:
Voxel-wise Cross-Volume Representation Learning for 3D Neuron Reconstruction. CoRR abs/2108.06522 (2021) - [i9]Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai:
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis. CoRR abs/2109.05788 (2021) - [i8]Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai:
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis. CoRR abs/2112.04863 (2021) - 2020
- [j28]Yan Zheng, Fanjie Meng, Jie Liu, Baolong Guo
, Yang Song
, Xuebing Zhang, Ling Wang:
Fourier Transform to Group Feature on Generated Coarser Contours for Fast 2D Shape Matching. IEEE Access 8: 90141-90152 (2020) - [j27]Yicheng Wu, Yong Xia
, Yang Song
, Yanning Zhang, Weidong Cai
:
NFN+: A novel network followed network for retinal vessel segmentation. Neural Networks 126: 153-162 (2020) - [j26]Haozhe Jia
, Yong Xia
, Yang Song
, Donghao Zhang
, Heng Huang, Yanning Zhang
, Weidong Cai
:
3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images. IEEE Trans. Medical Imaging 39(2): 447-457 (2020) - [c81]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai
:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. AAAI 2020: 12773-12780 - [c80]Raynaldio Limarga, Maurice Pagnucco, Yang Song
, Abhaya Nayak
:
Non-monotonic Reasoning for Machine Ethics with Situation Calculus. Australasian Conference on Artificial Intelligence 2020: 203-215 - [c79]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang, Lauren O'Donnell
, Heng Huang, Mei Chen, Weidong Cai
:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting. CVPR 2020: 4242-4251 - [c78]Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai
:
Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images. DICTA 2020: 1-7 - [c77]Renhao Huang, Yang Song, Maurice Pagnucco:
An Improved Discriminator for GAN-Based Trajectory Prediction Models. DICTA 2020: 1-3 - [c76]Cong Cong
, Zhichao Yang, Yang Song, Maurice Pagnucco:
Towards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection. ICARCV 2020: 297-302 - [c75]Veena Dodballapur, Rajanish Calisa, Yang Song
, Weidong Cai
:
Automatic Dropout for Deep Neural Networks. ICONIP (3) 2020: 185-196 - [c74]Zihao Tang
, Donghao Zhang
, Yang Song
, Heng Wang
, Dongnan Liu
, Chaoyi Zhang, Siqi Liu, Hanchuan Peng, Weidong Cai
:
3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation. ISBI 2020: 1775-1779 - [c73]Tiange Xiang
, Chaoyi Zhang, Dongnan Liu
, Yang Song
, Heng Huang, Weidong Cai
:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. MICCAI (1) 2020: 74-84 - [i7]Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai:
Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images. CoRR abs/2002.06345 (2020) - [i6]Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai:
Shape-Oriented Convolution Neural Network for Point Cloud Analysis. CoRR abs/2004.09411 (2020) - [i5]Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai:
Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting. CoRR abs/2005.02066 (2020) - [i4]Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai:
ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis. CoRR abs/2005.04370 (2020) - [i3]Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai:
BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture. CoRR abs/2007.00243 (2020)
2010 – 2019
- 2019
- [j25]Yutong Xie
, Yong Xia
, Jianpeng Zhang
, Yang Song
, Dagan Feng
, Michael J. Fulham
, Weidong Cai
:
Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT. IEEE Trans. Medical Imaging 38(4): 991-1004 (2019) - [c72]Donghao Zhang
, Yang Song
, Dongnan Liu
, Chaoyi Zhang, Yicheng Wu, Heng Wang
, Fan Zhang, Yong Xia, Lauren J. O'Donnell
, Weidong Cai
:
Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation. Australasian Conference on Artificial Intelligence 2019: 563-573 - [c71]Heng Wang, Donghao Zhang, Yang Song
, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai:
Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing. CVPR Workshops 2019: 1105-1113 - [c70]Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang
, Yang Song, Huijuan Zhang:
Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology. DICTA 2019: 1-8 - [c69]Shek Wai Chu, Yang Song
, Ju Jia Zou, Weidong Cai
:
Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting. ICIP 2019: 594-598 - [c68]Dongnan Liu
, Donghao Zhang
, Yang Song
, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell
, Weidong Cai
:
Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion. IJCAI 2019: 861-868 - [c67]Heng Wang
, Donghao Zhang
, Yang Song
, Siqi Liu, Yue Wang, Dagan Feng
, Hanchuan Peng, Weidong Cai:
Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network. ISBI 2019: 228-231 - [c66]Veena Dodballapur, Yang Song
, Heng Huang, Mei Chen, Wojciech Chrzanowski, Weidong Cai
:
Mask-Driven Mitosis Detection In Histopathology Images. ISBI 2019: 1855-1859 - [c65]Haozhe Jia
, Yang Song
, Heng Huang, Weidong Cai
, Yong Xia:
HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images. MICCAI (2) 2019: 110-118 - [c64]Yicheng Wu
, Yong Xia, Yang Song
, Donghao Zhang
, Dongnan Liu
, Chaoyi Zhang, Weidong Cai
:
Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision. MICCAI (1) 2019: 264-272 - [i2]Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai:
Region and Object based Panoptic Image Synthesis through Conditional GANs. CoRR abs/1912.06840 (2019) - 2018
- [j24]Haozhe Jia
, Yong Xia
, Yang Song
, Weidong Cai
, Michael J. Fulham
, David Dagan Feng:
Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging. Neurocomputing 275: 1358-1369 (2018) - [j23]Fanjie Meng
, Dalong Shan, Ruixia Shi, Yang Song
, Baolong Guo, Weidong Cai
:
Merged region based image retrieval. J. Vis. Commun. Image Represent. 55: 572-585 (2018) - [j22]Yongsheng Pan
, Yong Xia
, Yang Song
, Weidong Cai
:
Locality constrained encoding of frequency and spatial information for image classification. Multim. Tools Appl. 77(19): 24891-24907 (2018) - [j21]Fan Zhang, Weining Wu
, Lipeng Ning, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda
, Yang Song
, Weidong Cai
, Yogesh Rathi, Lauren J. O'Donnell
:
Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis. NeuroImage 171: 341-354 (2018) - [j20]Fan Zhang, Peter Savadjiev, Weidong Cai
, Yang Song
, Yogesh Rathi, Birkan Tunç, Drew Parker, Tina Kapur, Robert T. Schultz, Nikos Makris, Ragini Verma, Lauren J. O'Donnell
:
Whole brain white matter connectivity analysis using machine learning: An application to autism. NeuroImage 172: 826-837 (2018) - [j19]Donghao Zhang
, Siqi Liu, Yang Song
, Dagan Feng, Hanchuan Peng, Weidong Cai
:
Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction. Neuroinformatics 16(2): 153-166 (2018) - [j18]Afaf Tareef
, Yang Song
, Heng Huang, Dagan Feng
, Mei Chen, Yue Wang, Weidong Cai
:
Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells. IEEE Trans. Medical Imaging 37(9): 2044-2059 (2018) - [j17]Siqi Liu
, Donghao Zhang
, Yang Song
, Hanchuan Peng, Weidong Cai
:
Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking. IEEE Trans. Medical Imaging 37(11): 2441-2452 (2018) - [c63]Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song
, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai
:
Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring. BICS 2018: 227-236 - [c62]Dongnan Liu
, Donghao Zhang
, Yang Song
, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai
:
Large Kernel Refine Fusion Net for Neuron Membrane Segmentation. CVPR Workshops 2018: 2212-2220 - [c61]Heng Wang
, Donghao Zhang
, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai
:
Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images. DICTA 2018: 1-8 - [c60]Chaoyi Zhang, Yang Song, Sidong Liu
, Scott Lill, Chenyu Wang
, Zihao Tang
, Yuyi You, Yang Gao, Alexander Klistorner
, Michael Barnett
, Weidong Cai:
MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging. DICTA 2018: 1-8 - [c59]Chaoyi Zhang, Yang Song
, Donghao Zhang
, Sidong Liu
, Mei Chen, Weidong Cai:
Whole Slide Image Classification via Iterative Patch Labelling. ICIP 2018: 1408-1412 - [c58]Dongnan Liu
, Donghao Zhang
, Siqi Liu, Yang Song
, Haozhe Jia
, Dagan Feng, Yong Xia, Weidong Cai
:
Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images. ICIP 2018: 2461-2465 - [c57]Dongnan Liu
, Donghao Zhang
, Yang Song
, Fan Zhang, Lauren J. O'Donnell
, Weidong Cai
:
3D Large Kernel Anisotropic Network for Brain Tumor Segmentation. ICONIP (7) 2018: 444-454 - [c56]Yang Song, Hang Chang, Yang Gao, Sidong Liu
, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai:
Feature learning with component selective encoding for histopathology image classification. ISBI 2018: 257-260 - [c55]Donghao Zhang
, Yang Song
, Siqi Liu, Dagan Feng, Yue Wang, Weidong Cai:
Nuclei instance segmentation with dual contour-enhanced adversarial network. ISBI 2018: 409-412 - [c54]Yicheng Wu
, Yong Xia, Yang Song
, Yanning Zhang, Weidong Cai
:
Multiscale Network Followed Network Model for Retinal Vessel Segmentation. MICCAI (2) 2018: 119-126 - [c53]Donghao Zhang
, Yang Song
, Dongnan Liu
, Haozhe Jia
, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai:
Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis. MICCAI (2) 2018: 237-244 - [i1]Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael J. Fulham, Yong Xia, Weidong Cai:
3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation. CoRR abs/1807.06742 (2018) - 2017
- [j16]Fanjie Meng, Ruixia Shi, Dalong Shan, Yang Song
, Wangpeng He, Weidong Cai
:
Multi-sensor image fusion based on regional characteristics. Int. J. Distributed Sens. Networks 13(11) (2017) - [j15]Afaf Tareef
, Yang Song
, Weidong Cai
, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham
, Dagan Feng, Mei Chen:
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation. Neurocomputing 221: 94-107 (2017) - [j14]Afaf Tareef
, Yang Song
, Heng Huang, Yue Wang, Dagan Feng, Mei Chen, Weidong Cai
:
Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling. Neurocomputing 248: 28-40 (2017) - [j13]Yang Song
, Qing Li
, Fan Zhang, Heng Huang, Dagan Feng, Yue Wang, Mei Chen, Weidong Cai
:
Dual discriminative local coding for tissue aging analysis. Medical Image Anal. 38: 65-76 (2017) - [j12]Yang Song
, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Weidong Cai
:
Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification. IEEE Trans. Medical Imaging 36(8): 1636-1649 (2017) - [c52]Yang Song
, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell
, Weidong Cai:
Locally-Transferred Fisher Vectors for Texture Classification. ICCV 2017: 4922-4930 - [c51]Zihao Tang
, Donghao Zhang
, Siqi Liu, Yang Song
, Hanchuan Peng, Weidong Cai
:
Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing. ICCV Workshops 2017: 126-133 - [c50]Afaf Tareef
, Yang Song
, Dagan Feng, Mei Chen, Weidong Cai:
Automated multi-stage segmentation of white blood cells via optimizing color processing. ISBI 2017: 565-568 - [c49]Yang Song
, Ju Jia Zou, Hang Chang, Weidong Cai
:
Adapting fisher vectors for histopathology image classification. ISBI 2017: 600-603 - [c48]Fan Zhang, Pegah Kahali, Yannick Suter
, Isaiah Norton, Laura Rigolo, Peter Savadjiev, Yang Song
, Yogesh Rathi, Tom Weidong Cai, William M. Wells III, Alexandra J. Golby, Lauren J. O'Donnell
:
Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction. ISBI 2017: 774-777 - [c47]Fan Zhang, Isaiah Norton, Weidong Cai, Yang Song
, William M. Wells III, Lauren J. O'Donnell
:
Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency. ISBI 2017: 796-799 - [c46]Yang Song
, Hang Chang, Heng Huang, Weidong Cai
:
Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification. MICCAI (3) 2017: 99-106 - [c45]Siqi Liu, Donghao Zhang
, Yang Song
, Hanchuan Peng, Weidong Cai
:
Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images. MLMI@MICCAI 2017: 185-193 - [c44]Fan Zhang, Weining Wu
, Lipeng Ning
, Gloria McAnulty, Deborah P. Waber, Borjan A. Gagoski, Kiera Sarill, Hesham M. Hamoda
, Yang Song
, Weidong Cai
, Yogesh Rathi, Lauren J. O'Donnell
:
Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis. MICCAI (1) 2017: 556-565 - [p1]Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller:
Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark. Cloud-Based Benchmarking of Medical Image Analysis 2017: 237-249 - 2016
- [j11]Yang Song
, Weidong Cai
, Heng Huang, Dagan Feng, Yue Wang, Mei Chen:
Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors. BMC Bioinform. 17: 465:1-465:15 (2016) - [j10]Yang Song
, Qing Li, Dagan Feng, Ju Jia Zou, Weidong Cai
:
Texture image classification with discriminative neural networks. Comput. Vis. Media 2(4): 367-377 (2016) - [j9]Fan Zhang, Yang Song
, Weidong Cai
, Alexander G. Hauptmann, Sidong Liu
, Sonia Pujol, Ron Kikinis, Michael J. Fulham
, David Dagan Feng, Mei Chen:
Dictionary pruning with visual word significance for medical image retrieval. Neurocomputing 177: 75-88 (2016) - [j8]Fan Zhang, Yang Song
, Weidong Cai
, Sidong Liu
, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J. Fulham
, David Dagan Feng:
Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging. IEEE Trans. Biomed. Eng. 63(5): 1058-1069 (2016) - [c43]Sidong Liu
, Yang Song
, Fan Zhang, Dagan Feng, Michael J. Fulham
, Tom Weidong Cai
:
Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation. BIH 2016: 285-294 - [c42]Yang Song
, Qing Li
, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai
:
Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors. ECCV Workshops (1) 2016: 306-317 - [c41]Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song
, Ragini Verma, Carl-Fredrik Westin, Lauren J. O'Donnell
:
Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging. ISBI 2016: 564-567 - [c40]Afaf Tareef
, Yang Song
, Tom Weidong Cai
, Yue Wang, David Dagan Feng, Mei Chen:
Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement. ISBI 2016: 935-938 - [c39]Yang Song
, Weidong Cai, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, Mei Chen:
Texture analysis of tissue aging using global and cluster constrained local coding. ISBI 2016: 1229-1232 - 2015
- [j7]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, Yue Wang, David Dagan Feng:
Locality-constrained Subcluster Representation Ensemble for lung image classification. Medical Image Anal. 22(1): 102-113 (2015) - [j6]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, David Dagan Feng, Yue Wang, Michael J. Fulham
, Mei Chen:
Large Margin Local Estimate With Applications to Medical Image Classification. IEEE Trans. Medical Imaging 34(6): 1362-1377 (2015) - [c38]Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu
, Siqi Liu, David Dagan Feng, Mei Chen:
Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. ACALCI 2015: 436-445 - [c37]Yang Song
, Weidong Cai
, Qing Li
, Fan Zhang, David Dagan Feng, Heng Huang:
Fusing subcategory probabilities for texture classification. CVPR 2015: 4409-4417 - [c36]Afaf Tareef
, Yang Song
, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai
:
Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation. DICTA 2015: 1-7 - [c35]Fan Zhang, Yang Song
, Weidong Cai, Adrien Depeursinge
, Henning Müller
:
USYD/HES-SO in the VISCERAL Retrieval Benchmark. MRDM@ECIR 2015: 139-143 - [c34]Fan Zhang, Weidong Cai, Yang Song
, Paul M. Young
, Daniela Traini
, Lucy Morgan
, Hui-Xin Ong
, Lachlan Buddle, Dagan Feng:
Beating cilia identification in fluorescence microscope images for accurate CBF measurement. ICIP 2015: 4496-4500 - [c33]Afaf Tareef
, Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, Dagan Feng, Mei Chen:
Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears. ICONIP (1) 2015: 390-400 - [c32]Yang Song
, Weidong Cai
, Fan Zhang, Heng Huang, Yun Zhou, David Dagan Feng:
Bone texture characterization with fisher encoding of local descriptors. ISBI 2015: 5-8 - [c31]Fan Zhang, Yang Song
, Siqi Liu, Paul M. Young
, Daniela Traini
, Lucy Morgan
, Hui-Xin Ong
, Lachlan Buddle, Sidong Liu
, David Dagan Feng, Tom Weidong Cai
:
Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation. MICCAI (3) 2015: 300-307 - 2014
- [j5]Fan Zhang, Yang Song
, Weidong Cai
, Min-Zhao Lee, Yun Zhou, Heng Huang, Shimin Shan, Michael J. Fulham
, David Dagan Feng:
Lung Nodule Classification With Multilevel Patch-Based Context Analysis. IEEE Trans. Biomed. Eng. 61(4): 1155-1166 (2014) - [j4]Yang Song
, Weidong Cai
, Heng Huang, Xiaogang Wang, Yun Zhou, Michael J. Fulham
, David Dagan Feng:
Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies. IEEE Trans. Medical Imaging 33(2): 408-421 (2014) - [c30]Fan Zhang, Yang Song
, Sidong Liu
, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai
:
Latent Semantic Association for Medical Image Retrieval. DICTA 2014: 1-6 - [c29]Gillian Ng, Yang Song
, Weidong Cai
, Yun Zhou, Sidong Liu
, David Dagan Feng:
Hierarchical and binary spatial descriptors for lung nodule image retrieval. EMBC 2014: 6463-6466 - [c28]Afaf Tareef
, Yang Song
, Weidong Cai
, David Dagan Feng, Mei Chen:
Automated three-stage nucleus and cytoplasm segmentation of overlapping cells. ICARCV 2014: 865-870 - [c27]Fan Zhang, Weidong Cai, Yang Song, Paul M. Young
, Daniela Traini
, Lucy Morgan, Hui-Xin Ong
, Lachlan Buddle, Dagan Feng:
Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases. ISBI 2014: 193-196 - [c26]Weidong Cai, Fan Zhang, Yang Song, Sidong Liu
, Lingfeng Wen, Stefan Eberl, Michael J. Fulham
, Dagan Feng:
Automated feedback extraction for medical imaging retrieval. ISBI 2014: 907-910 - [c25]Fan Zhang, Yang Song, Weidong Cai
, Yun Zhou, Michael J. Fulham
, Stefan Eberl, Shimin Shan, Dagan Feng:
A ranking-based lung nodule image classification method using unlabeled image knowledge. ISBI 2014: 1356-1359 - [c24]Yang Song
, Tom Weidong Cai
, Heng Huang, Yun Zhou, David Dagan Feng, Mei Chen:
Large Margin Aggregation of Local Estimates for Medical Image Classification. MICCAI (2) 2014: 196-203 - 2013
- [j3]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng, Mei Chen:
Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling. BMC Bioinform. 14: 173 (2013) - [j2]Yang Song
, Weidong Cai
, Yun Zhou, David Dagan Feng:
Feature-Based Image Patch Approximation for Lung Tissue Classification. IEEE Trans. Medical Imaging 32(4): 797-808 (2013) - [c23]Fan Zhang, Yang Song
, Weidong Cai
, Yun Zhou, Shimin Shan, Dagan Feng:
Context Curves for Classification of Lung Nodule Images. DICTA 2013: 1-7 - [c22]Min-Zhao Lee, Weidong Cai, Yang Song
, Hiran Selvadurai, David Dagan Feng:
Fully automated scoring of chest radiographs in cystic fibrosis. EMBC 2013: 3965-3968 - [c21]Sidong Liu
, Weidong Cai, Yang Song
, Sonia Pujol, Ron Kikinis, Lingfeng Wen, David Dagan Feng:
Localized Sparse Code Gradient in Alzheimer's disease staging. EMBC 2013: 5398-5401 - [c20]Fan Zhang, Weidong Cai
, Yang Song
, Min-Zhao Lee, Shimin Shan, David Dagan Feng:
Overlapping node discovery for improving classification of lung nodules. EMBC 2013: 5461-5464 - [c19]Yang Song
, Weidong Cai, David Dagan Feng, Mei Chen:
Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information. EMBC 2013: 6087-6090 - [c18]Sidong Liu
, Lelin Zhang
, Weidong Cai, Yang Song
, Zhiyong Wang, Lingfeng Wen, David Dagan Feng:
A supervised multiview spectral embedding method for neuroimaging classification. ICIP 2013: 601-605 - [c17]Lelin Zhang
, Sidong Liu
, Zhiyong Wang, Weidong Cai
, Yang Song
, David Dagan Feng:
Graph cuts based relevance feedback in image retrieval. ICIP 2013: 4358-4362 - [c16]Yang Song
, Weidong Cai, Yun Zhou, Lingfeng Wen, David Dagan Feng:
Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor. ISBI 2013: 198-201 - [c15]Yang Song
, Weidong Cai
, Heng Huang, Xiaogang Wang, Stefan Eberl, Michael J. Fulham
, Dagan Feng:
Similarity Guided Feature Labeling for Lesion Detection. MICCAI (1) 2013: 284-291 - [c14]Sidong Liu
, Yang Song
, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng:
Multifold Bayesian Kernelization in Alzheimer's Diagnosis. MICCAI (2) 2013: 303-310 - [c13]Yang Song
, Weidong Cai
, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng:
Discriminative Data Transform for Image Feature Extraction and Classification. MICCAI (2) 2013: 452-459 - 2012
- [j1]Yang Song
, Weidong Cai
, Jinman Kim, David Dagan Feng:
A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images. IEEE Trans. Medical Imaging 31(5): 1061-1075 (2012) - [c12]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng:
Object localization in medical images based on graphical model with contrast and interest-region terms. CVPR Workshops 2012: 1-7 - [c11]Yang Song
, Weidong Cai
, David Dagan Feng:
Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability. DICTA 2012: 1-6 - [c10]Yang Song
, Weidong Cai, David Dagan Feng:
Global context inference for adaptive abnormality detection in PET-CT images. ISBI 2012: 482-485 - [c9]Yang Song
, Weidong Cai
, Yue Wang, David Dagan Feng:
Location classification of lung nodules with optimized graph construction. ISBI 2012: 1439-1442 - [c8]Weidong Cai, Yang Song
, David Dagan Feng:
Regression and classification based distance metric learning for medical image retrieval. ISBI 2012: 1775-1778 - [c7]Yang Song, Weidong Cai
, Yun Zhou, Dagan Feng:
Thoracic Abnormality Detection with Data Adaptive Structure Estimation. MICCAI (1) 2012: 74-81 - [c6]Yang Song
, Weidong Cai
, Heng Huang, Yue Wang, David Dagan Feng:
Context Enhanced Graphical Model for Object Localization in Medical Images. MCV 2012: 194-205 - 2011
- [c5]Yang Song
, Weidong Cai, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Thoracic image matching with appearance and spatial distribution. EMBC 2011: 4469-4472 - [c4]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Thoracic image case retrieval with spatial and contextual information. ISBI 2011: 1885-1888 - [c3]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference. MICCAI (3) 2011: 191-198 - 2010
- [c2]Yang Song
, Weidong Cai, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
A content-based image retrieval framework for multi-modality lung images. CBMS 2010: 285-290 - [c1]Yang Song
, Weidong Cai
, Stefan Eberl, Michael J. Fulham
, David Dagan Feng:
Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval. DICTA 2010: 152-157
Coauthor Index
aka: Lauren J. O'Donnell
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