Yang Song

According to our database, Yang Song authored at least 217 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Fully Decoupling Trajectory and Scene Encoding for Lightweight Heatmap-Oriented Trajectory Prediction.

Renhao Huang, Jingtao Ding, Maurice Pagnucco, Yang Song

IEEE Robotics Autom. Lett., October, 2024

AV4GAInsp: An Efficient Dual-Camera System for Identifying Defective Kernels of Cereal Grains.

Lei Fan, Dongdong Fan, Yiwen Ding, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song

IEEE Robotics Autom. Lett., January, 2024

Deconfounding Causal Inference for Zero-Shot Action Recognition.

Junyan Wang, Yiqi Jiang, Yang Long, Xiuyu Sun, Maurice Pagnucco, Yang Song

IEEE Trans. Multim., 2024

USAT: A Universal Speaker-Adaptive Text-to-Speech Approach.

Wenbin Wang, Yang Song, Sanjay K. Jha

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Multi-degradation-adaptation network for fundus image enhancement with degradation representation learning.

Ruoyu Guo, Yiwen Xu, Anthony Tompkins, Maurice Pagnucco, Yang Song

Medical Image Anal., 2024

TractGeoNet: A geometric deep learning framework for pointwise analysis of tract microstructure to predict language assessment performance.

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

Medical Image Anal., 2024

Adaptive unified contrastive learning with graph-based feature aggregator for imbalanced medical image classification.

Cong Cong, Sidong Liu, Priyanka Rana, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song

Expert Syst. Appl., 2024

GRPose: Learning Graph Relations for Human Image Generation with Pose Priors.

Xiangchen Yin, Donglin Di, Lei Fan, Hao Li, Chen Wei, Xiaofei Gou, Yang Song, Xiao Sun, Xun Yang

CoRR, 2024

Dataset Distillation for Histopathology Image Classification.

Cong Cong, Shiyu Xuan, Sidong Liu, Maurice Pagnucco, Shiliang Zhang, Yang Song

CoRR, 2024

Deep multimodal saliency parcellation of cerebellar pathways: linking microstructure and individual function through explainable multitask learning.

Ari Tchetchenian, Leo R. Zekelman, Yuqian Chen, Jarrett Rushmore, Fan Zhang, Edward H. Yeterian, Nikos Makris, Yogesh Rathi, Erik Meijering, Yang Song, Lauren J. O'Donnell

CoRR, 2024

TractGraphFormer: Anatomically Informed Hybrid Graph CNN-Transformer Network for Classification from Diffusion MRI Tractography.

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

CoRR, 2024

GLOBE: A High-quality English Corpus with Global Accents for Zero-shot Speaker Adaptive Text-to-Speech.

Wenbin Wang, Yang Song, Sanjay Jha

CoRR, 2024

An annotated grain kernel image database for visual quality inspection.

Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Hongxia Chu, Maurice Pagnucco, Yang Song

CoRR, 2024

Hybrid dual mean-teacher network with double-uncertainty guidance for semi-supervised segmentation of magnetic resonance images.

Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering

Comput. Medical Imaging Graph., 2024

Large Language Models for Next Point-of-Interest Recommendation.

Peibo Li, Maarten de Rijke, Hao Xue, Shuang Ao, Yang Song, Flora D. Salim

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

XTranPrune: eXplainability-Aware Transformer Pruning for Bias Mitigation in Dermatological Disease Classification.

Ali Ghadiri, Maurice Pagnucco, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

AC-UNet: Adaptive Connection UNet for White Matter Tract Segmentation Through Neural Architecture Search.

Yanming Zhu, Ari Tchetchenian, Xuefei Yin, Alan Wee-Chung Liew, Yang Song, Erik Meijering

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Meta-Transfer Learning for Few-Shot Meningioma Segmentation.

Shenghui Yan, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Yang Song

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Semi-Supervised Variational Autoencoder for Cell Feature Extraction In Multiplexed Immunofluorescence Images.

Piumi Sandarenu, Julia Chen, Iveta Slapetova, Lois Browne, Peter H. Graham, Alexander Swarbrick, Ewan K. A. Millar, Yang Song, Erik Meijering

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation.

Zhan Heng, Maurice Pagnucco, Erik Meijering, Yang Song

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Cross-Domain Exemplars for Cell Counting.

Veena Dodballapur, Dongnan Liu, Yang Song, Weidong Cai

Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024

Formalisation and Evaluation of Properties for Consequentialist Machine Ethics.

Raynaldio Limarga, Yang Song, Abhaya Nayak, David Rajaratnam, Maurice Pagnucco

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

T-JEPA: A Joint-Embedding Predictive Architecture for Trajectory Similarity Computation.

Lihuan Li, Hao Xue, Yang Song, Flora D. Salim

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

MFVIEW: Multi-modal Fake News Detection with View-Specific Information Extraction.

Marium Malik, Jiaojiao Jiang, Yang Song, Sanjay Jha

Proceedings of the Advances in Information Retrieval, 2024

Domain Generalised Cell Nuclei Segmentation in Histopathology Images Using Domain-Aware Curriculum Learning and Colour-Perceived Meta Learning.

Kunzi Xie, Ruoyu Guo, Cong Cong, Maurice Pagnucco, Yang Song

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation.

Junyan Wang, Zhenhong Sun, Zhiyu Tan, Xuanbai Chen, Weihua Chen, Hao Li, Cheng Zhang, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Decoupled Optimisation for Long-Tailed Visual Recognition.

Cong Cong, Shiyu Xuan, Sidong Liu, Shiliang Zhang, Maurice Pagnucco, Yang Song

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

An edge guided coarse-to-fine generative network for image outpainting.

Yiwen Xu, Maurice Pagnucco, Yang Song

Neurocomputing, July, 2023

Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation.

Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell

NeuroImage, June, 2023

Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

IEEE Trans. Medical Imaging, May, 2023

SAC-Net: Learning with weak and noisy labels in histopathology image segmentation.

Ruoyu Guo, Kunzi Xie, Maurice Pagnucco, Yang Song

Medical Image Anal., May, 2023

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.

Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Alexandra J. Golby, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

Medical Image Anal., April, 2023

Multi-scale multi-reception attention network for bone age assessment in X-ray images.

Zhichao Yang, Cong Cong, Maurice Pagnucco, Yang Song

Neural Networks, January, 2023

Imbalanced classification for protein subcellular localization with multilabel oversampling.

Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song

Bioinform., January, 2023

InterREC: An Interpretable Method for Referring Expression Comprehension.

Wenbin Wang, Maurice Pagnucco, Chengpei Xu, Yang Song

IEEE Trans. Multim., 2023

Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement.

Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Tom Weidong Cai

IEEE Trans. Multim., 2023

DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation.

Haoran Fan, Qi Fan, Maurice Pagnucco, Yang Song

CoRR, 2023

Hybrid Dual Mean-Teacher Network With Double-Uncertainty Guidance for Semi-Supervised Segmentation of MRI Scans.

Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering

CoRR, 2023

Multimodal Trajectory Prediction: A Survey.

Renhao Huang, Hao Xue, Maurice Pagnucco, Flora D. Salim, Yang Song

CoRR, 2023

Penumbra2.0.

Dennis Del Favero, Yang Song, Khalid A. M. Moinuddin, Charles Green, Jason J. Sharples, Alex Ong, Navin Brohier

Proceedings of the SIGGRAPH Asia 2023 Art Gallery, 2023

Speech-Gesture GAN: Gesture Generation for Robots and Embodied Agents.

Carson Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Draw2Edit: Mask-Free Sketch-Guided Image Manipulation.

Yiwen Xu, Ruoyu Guo, Maurice Pagnucco, Yang Song

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Self-training with Domain-Mixed Data for Few-Shot Domain Adaptation in Medical Image Segmentation Tasks.

Yongze Wang, Maurice Pagnucco, Yang Song

Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023

Uncertainty and Shape-Aware Continual Test-Time Adaptation for Cross-Domain Segmentation of Medical Images.

Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Tractgraphcnn: Anatomically Informed Graph CNN for Classification Using Diffusion MRI Tractography.

Yuqian Chen, Fan Zhang, Leo R. Zekelman, Tengfei Xue, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

HyperTraj: Towards Simple and Fast Scene-Compliant Endpoint Conditioned Trajectory Prediction.

Renhao Huang, Maurice Pagnucco, Yang Song

IROS, 2023

Generalizable Zero-Shot Speaker Adaptive Speech Synthesis with Disentangled Representations.

Wenbin Wang, Yang Song, Sanjay Jha

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Community-Aware Federated Video Summarization.

Fan Wan, Junyan Wang, Haoran Duan, Yang Song, Maurice Pagnucco, Yang Long

Proceedings of the International Joint Conference on Neural Networks, 2023

Maximizing Spatio-Temporal Entropy of Deep 3D CNNs for Efficient Video Recognition.

Junyan Wang, Zhenhong Sun, Yichen Qian, Dong Gong, Xiuyu Sun, Ming C. Lin, Maurice Pagnucco, Yang Song

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Identifying the Defective: Detecting Damaged Grains for Cereal Appearance Inspection.

Lei Fan, Yiwen Ding, Dongdong Fan, Yong Wu, Maurice Pagnucco, Yang Song

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Adaptive Local Prototype and Cycle Attention for Few-shot Medical Image Segmentation.

Shenyang Qian, Maurice Pagnucco, Yang Song

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023

Towards Single Source Domain Generalisation in Trajectory Prediction: A Motion Prior based Approach.

Renhao Huang, Anthony Tompkins, Maurice Pagnucco, Yang Song

Proceedings of the Conference on Lifelong Learning Agents, 2023

Epistemic Reasoning in Computational Machine Ethics.

Raynaldio Limarga, Yang Song, Maurice Pagnucco, David Rajaratnam

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation.

Yan Hu, Erik Meijering, Yang Song

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis.

Tiange Xiang, Yang Song, Chaoyi Zhang, Dongnan Liu, Mei Chen, Fan Zhang, Heng Huang, Lauren O'Donnell, Weidong Cai

IEEE Trans. Medical Imaging, 2022

Multiple Sclerosis Lesion Analysis in Brain Magnetic Resonance Images: Techniques and Clinical Applications.

Yang Ma, Chaoyi Zhang, Mariano Cabezas, Yang Song, Zihao Tang, Dongnan Liu, Weidong Cai, Michael Barnett, Chenyu Wang

IEEE J. Biomed. Health Informatics, 2022

Computer-aided extraction of select MRI markers of cerebral small vessel disease: A systematic review.

Jiyang Jiang, Dadong Wang, Yang Song, Perminder S. Sachdev, Wei Wen

NeuroImage, 2022

Towards bi-directional skip connections in encoder-decoder architectures and beyond.

Tiange Xiang, Chaoyi Zhang, Xinyi Wang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

Medical Image Anal., 2022

Colour adaptive generative networks for stain normalisation of histopathology images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Medical Image Anal., 2022

DFC: Anatomically Informed Fiber Clustering with Self-supervised Deep Learning for Fast and Effective Tractography Parcellation.

Yuqian Chen, Chaoyi Zhang, Tengfei Xue, Yang Song, Nikos Makris, Yogesh Rathi, Tom Weidong Cai, Fan Zhang, Lauren J. O'Donnell

CoRR, 2022

Explainability in Graph Neural Networks: An Experimental Survey.

Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song

CoRR, 2022

Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net.

Kunzi Xie, Yixing Yang, Maurice Pagnucco, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Adaptive Unified Contrastive Learning for Imbalanced Classification.

Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Antonio Di Ieva, Shlomo Berkovsky, Yang Song

Proceedings of the Machine Learning in Medical Imaging - 13th International Workshop, 2022

White Matter Tracts are Point Clouds: Neuropsychological Score Prediction and Critical Region Localization via Geometric Deep Learning.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research.

Jiayi Zhu, Bart Bolsterlee, Brian V. Y. Chow, Yang Song, Erik Meijering

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Supwma: Consistent and Efficient Tractography Parcellation of Superficial White Matter with Deep Learning.

Tengfei Xue, Fan Zhang, Chaoyi Zhang, Yuqian Chen, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Lauren J. O'Donnell

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup.

Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Two-Stage Topological Refinement Network for Retinal Artery/Vein Classification.

Shichen Luo, Zhan Heng, Maurice Pagnucco, Yang Song

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images.

Yan Hu, Yongsheng Pan, Yang Song, Erik Meijering, Zhiming Cui, Yue Zhao, Zhongxiang Ding, Min Zhu, Dinggang Shen

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Imbalanced Histopathology Image Classification Using Deep Feature Graph Attention Network.

Cong Cong, Yixing Yang, Sidong Liu, Maurice Pagnucco, Yang Song

Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

CoGNet: Cooperative Graph Neural Networks.

Peibo Li, Yixing Yang, Maurice Pagnucco, Yang Song

Proceedings of the International Joint Conference on Neural Networks, 2022

Autolv: Automatic Lecture Video Generator.

Wenbin Wang, Yang Song, Sanjay Jha

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Channel-Position Self-Attention with Query Refinement Skeleton Graph Neural Network in Human Pose Estimation.

Shek Wai Chu, Chaoyi Zhang, Yang Song, Weidong Cai

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Graph-based Spatial Transformer with Memory Replay for Multi-future Pedestrian Trajectory Prediction.

Lihuan Li, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains.

Lei Fan, Yiwen Ding, Dongdong Fan, Donglin Di, Maurice Pagnucco, Yang Song

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Towards Unified Multi-Excitation for Unsupervised Video Prediction.

Junyan Wang, Likun Qin, Peng Zhang, Yang Long, Bingzhang Hu, Maurice Pagnucco, Shizheng Wang, Yang Song

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

DHG-GAN: Diverse Image Outpainting via Decoupled High Frequency Semantics.

Yiwen Xu, Maurice Pagnucco, Yang Song

Proceedings of the Computer Vision - ACCV 2022, 2022

2021

PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images.

Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai

IEEE Trans. Medical Imaging, 2021

Learning to Recommend With Multiple Cascading Behaviors.

Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua, Lina Yao, Yang Song, Depeng Jin

IEEE Trans. Knowl. Data Eng., 2021

Panoptic Feature Fusion Net: A Novel Instance Segmentation Paradigm for Biomedical and Biological Images.

Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai

IEEE Trans. Image Process., 2021

3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis.

Jianhui Yu, Chaoyi Zhang, Heng Wang, Dingxin Zhang, Yang Song, Tiange Xiang, Dongnan Liu, Weidong Cai

CoRR, 2021

Partial Graph Reasoning for Neural Network Regularization.

Tiange Xiang, Chaoyi Zhang, Yang Song, Siqi Liu, Hongliang Yuan, Tom Weidong Cai

CoRR, 2021

Discriminative Latent Semantic Graph for Video Captioning.

Yang Bai, Junyan Wang, Yang Long, Bingzhang Hu, Yang Song, Maurice Pagnucco, Yu Guan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Voxel-Wise Cross-Volume Representation Learning for 3D Neuron Reconstruction.

Heng Wang, Chaoyi Zhang, Jianhui Yu, Yang Song, Siqi Liu, Wojciech Chrzanowski, Weidong Cai

Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021

BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation.

Xinyi Wang, Tiange Xiang, Chaoyi Zhang, Yang Song, Dongnan Liu, Heng Huang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation.

Ruoyu Guo, Maurice Pagnucco, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images.

Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Semi-supervised Adversarial Learning for Stain Normalisation in Histopathology Images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Deep Fiber Clustering: Anatomically Informed Unsupervised Deep Learning for Fast and Effective White Matter Parcellation.

Yuqian Chen, Chaoyi Zhang, Yang Song, Nikos Makris, Yogesh Rathi, Weidong Cai, Fan Zhang, Lauren J. O'Donnell

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Single Neuron Segmentation Using Graph-Based Global Reasoning with Auxiliary Skeleton Loss from 3D Optical Microscope Images.

Heng Wang, Yang Song, Chaoyi Zhang, Jianhui Yu, Siqi Liu, Hanchuan Peng, Tom Weidong Cai

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation.

Priyanka Rana, Erik Meijering, Arcot Sowmya, Yang Song

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Texture Enhanced Generative Adversarial Network For Stain Normalisation In Histopathology Images.

Cong Cong, Sidong Liu, Antonio Di Ieva, Maurice Pagnucco, Shlomo Berkovsky, Yang Song

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Celltrack R-CNN: A Novel End-To-End Deep Neural Network For Cell Segmentation And Tracking In Microscopy Images.

Yuqian Chen, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Wojciech Chrzanowski, Weidong Cai

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

ICE-GAN: Identity-Aware and Capsule-Enhanced GAN with Graph-Based Reasoning for Micro-Expression Recognition and Synthesis.

Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai

Proceedings of the International Joint Conference on Neural Networks, 2021

Deformable Convolution and Semi-supervised Learning in Point Clouds for Aneurysm Classification and Segmentation.

Yan Hu, Erik Meijering, Yong Xia, Yang Song

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Iterative Subnetwork With Linear Hierarchical Ordering for Human Pose Estimation.

Shek Wai Chu, Chaoyi Zhang, Yang Song, Tom Weidong Cai

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Walk in the Cloud: Learning Curves for Point Clouds Shape Analysis.

Tiange Xiang, Chaoyi Zhang, Yang Song, Jianhui Yu, Weidong Cai

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Speech-based Gesture Generation for Robots and Embodied Agents: A Scoping Review.

Yu Liu, Gelareh Mohammadi, Yang Song, Wafa Johal

Proceedings of the HAI '21: International Conference on Human-Agent Interaction, Virtual Event, Japan, November 9, 2021

Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis.

Chaoyi Zhang, Jianhui Yu, Yang Song, Weidong Cai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Edge Guided Progressively Generative Image Outpainting.

Han Lin, Maurice Pagnucco, Yang Song

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Dynamic Graph Warping Transformer for Video Alignment.

Junyan Wang, Yang Long, Maurice Pagnucco, Yang Song

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

Epistemic Reasoning for Machine Ethics with Situation Calculus.

Maurice Pagnucco, David Rajaratnam, Raynaldio Limarga, Abhaya Nayak, Yang Song

Proceedings of the AIES '21: AAAI/ACM Conference on AI, 2021

2020

3D APA-Net: 3D Adversarial Pyramid Anisotropic Convolutional Network for Prostate Segmentation in MR Images.

Haozhe Jia, Yong Xia, Yang Song, Donghao Zhang, Heng Huang, Yanning Zhang, Weidong Cai

IEEE Trans. Medical Imaging, 2020

NFN＋: A novel network followed network for retinal vessel segmentation.

Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai

Neural Networks, 2020

ICE-GAN: Identity-aware and Capsule-Enhanced GAN for Micro-Expression Recognition and Synthesis.

Jianhui Yu, Chaoyi Zhang, Yang Song, Weidong Cai

CoRR, 2020

Cell R-CNN V3: A Novel Panoptic Paradigm for Instance Segmentation in Biomedical Images.

Dongnan Liu, Donghao Zhang, Yang Song, Heng Huang, Weidong Cai

CoRR, 2020

Fourier Transform to Group Feature on Generated Coarser Contours for Fast 2D Shape Matching.

Yan Zheng, Fanjie Meng, Jie Liu, Baolong Guo, Yang Song, Xuebing Zhang, Ling Wang

IEEE Access, 2020

BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture.

Tiange Xiang, Chaoyi Zhang, Dongnan Liu, Yang Song, Heng Huang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

3D Conditional Adversarial Learning for Synthesizing Microscopic Neuron Image Using Skeleton-to-Neuron Translation.

Zihao Tang, Donghao Zhang, Yang Song, Heng Wang, Dongnan Liu, Chaoyi Zhang, Siqi Liu, Hanchuan Peng, Weidong Cai

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Automatic Dropout for Deep Neural Networks.

Veena Dodballapur, Rajanish Calisa, Yang Song, Weidong Cai

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Towards Enforcing Social Distancing Regulations with Occlusion-Aware Crowd Detection.

Cong Cong, Zhichao Yang, Yang Song, Maurice Pagnucco

Proceedings of the 16th International Conference on Control, 2020

An Improved Discriminator for GAN-Based Trajectory Prediction Models.

Renhao Huang, Yang Song, Maurice Pagnucco

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Dual-Stage Domain Adaptive Mitosis Detection for Histopathology Images.

Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Tom Weidong Cai

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-Weighting.

Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren O'Donnell, Heng Huang, Mei Chen, Weidong Cai

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Non-monotonic Reasoning for Machine Ethics with Situation Calculus.

Raynaldio Limarga, Maurice Pagnucco, Yang Song, Abhaya Nayak

Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

Shape-Oriented Convolution Neural Network for Point Cloud Analysis.

Chaoyi Zhang, Yang Song, Lina Yao, Weidong Cai

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Knowledge-based Collaborative Deep Learning for Benign-Malignant Lung Nodule Classification on Chest CT.

Yutong Xie, Yong Xia, Jianpeng Zhang, Yang Song, Dagan Feng, Michael J. Fulham, Weidong Cai

IEEE Trans. Medical Imaging, 2019

Region and Object based Panoptic Image Synthesis through Conditional GANs.

Heng Wang, Donghao Zhang, Yang Song, Heng Huang, Mei Chen, Weidong Cai

CoRR, 2019

Vessel-Net: Retinal Vessel Segmentation Under Multi-path Supervision.

Yicheng Wu, Yong Xia, Yang Song, Donghao Zhang, Dongnan Liu, Chaoyi Zhang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

HD-Net: Hybrid Discriminative Network for Prostate Segmentation in MR Images.

Haozhe Jia, Yang Song, Heng Huang, Weidong Cai, Yong Xia

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Segmenting Neuronal Structure in 3D Optical Microscope Images via Knowledge Distillation with Teacher-Student Network.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Yue Wang, Dagan Feng, Hanchuan Peng, Weidong Cai

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Mask-Driven Mitosis Detection In Histopathology Images.

Veena Dodballapur, Yang Song, Heng Huang, Mei Chen, Wojciech Chrzanowski, Weidong Cai

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Nuclei Segmentation via a Deep Panoptic Model with Semantic Feature Fusion.

Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Fan Zhang, Lauren O'Donnell, Weidong Cai

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Human Pose Estimation Using Deep Convolutional Densenet Hourglass Network with Intermediate Points Voting.

Shek Wai Chu, Yang Song, Ju Jia Zou, Weidong Cai

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Assessment and Elimination of Inflammatory Cell: A Machine Learning Approach in Digital Cytology.

Jing Ke, Junwei Deng, Yizhou Lu, Dadong Wang, Yang Song, Huijuan Zhang

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Multiscale Kernels for Enhanced U-Shaped Network to Improve 3D Neuron Tracing.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Heng Huang, Mei Chen, Hanchuan Peng, Weidong Cai

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Efficient 3D Depthwise and Separable Convolutions with Dilation for Brain Tumor Segmentation.

Donghao Zhang, Yang Song, Dongnan Liu, Chaoyi Zhang, Yicheng Wu, Heng Wang, Fan Zhang, Yong Xia, Lauren J. O'Donnell, Weidong Cai

Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

2018

Multi-Pass Fast Watershed for Accurate Segmentation of Overlapping Cervical Cells.

Afaf Tareef, Yang Song, Heng Huang, Dagan Feng, Mei Chen, Yue Wang, Weidong Cai

IEEE Trans. Medical Imaging, 2018

Automated 3-D Neuron Tracing With Precise Branch Erasing and Confidence Controlled Back Tracking.

Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai

IEEE Trans. Medical Imaging, 2018

Automated 3D Soma Segmentation with Morphological Surface Evolution for Neuron Reconstruction.

Donghao Zhang, Siqi Liu, Yang Song, Dagan Feng, Hanchuan Peng, Weidong Cai

Neuroinformatics, 2018

Suprathreshold fiber cluster statistics: Leveraging white matter geometry to enhance tractography statistical analysis.

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

NeuroImage, 2018

Whole brain white matter connectivity analysis using machine learning: An application to autism.

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

NeuroImage, 2018

Locality constrained encoding of frequency and spatial information for image classification.

Yongsheng Pan, Yong Xia, Yang Song, Weidong Cai

Multim. Tools Appl., 2018

Merged region based image retrieval.

Fanjie Meng, Dalong Shan, Ruixia Shi, Yang Song, Baolong Guo, Weidong Cai

J. Vis. Commun. Image Represent., 2018

Atlas registration and ensemble deep convolutional neural network-based prostate segmentation using magnetic resonance imaging.

Haozhe Jia, Yong Xia, Yang Song, Weidong Cai, Michael J. Fulham, David Dagan Feng

Neurocomputing, 2018

3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation.

Haozhe Jia, Yang Song, Donghao Zhang, Heng Huang, Dagan Feng, Michael J. Fulham, Yong Xia, Weidong Cai

CoRR, 2018

Panoptic Segmentation with an End-to-End Cell R-CNN for Pathology Image Analysis.

Donghao Zhang, Yang Song, Dongnan Liu, Haozhe Jia, Siqi Liu, Yong Xia, Heng Huang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Multiscale Network Followed Network Model for Retinal Vessel Segmentation.

Yicheng Wu, Yong Xia, Yang Song, Yanning Zhang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Nuclei instance segmentation with dual contour-enhanced adversarial network.

Donghao Zhang, Yang Song, Siqi Liu, Dagan Feng, Yue Wang, Weidong Cai

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Feature learning with component selective encoding for histopathology image classification.

Yang Song, Hang Chang, Yang Gao, Sidong Liu, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

3D Large Kernel Anisotropic Network for Brain Tumor Segmentation.

Dongnan Liu, Donghao Zhang, Yang Song, Fan Zhang, Lauren J. O'Donnell, Weidong Cai

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Whole Slide Image Classification via Iterative Patch Labelling.

Chaoyi Zhang, Yang Song, Donghao Zhang, Sidong Liu, Mei Chen, Weidong Cai

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Densely Connected Large Kernel Convolutional Network for Semantic Membrane Segmentation in Microscopy Images.

Dongnan Liu, Donghao Zhang, Siqi Liu, Yang Song, Haozhe Jia, Dagan Feng, Yong Xia, Weidong Cai

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

MS-GAN: GAN-Based Semantic Segmentation of Multiple Sclerosis Lesions in Brain Magnetic Resonance Imaging.

Chaoyi Zhang, Yang Song, Sidong Liu, Scott Lill, Chenyu Wang, Zihao Tang, Yuyi You, Yang Gao, Alexander Klistorner, Michael Barnett, Weidong Cai

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Memory and Time Efficient 3D Neuron Morphology Tracing in Large-Scale Images.

Heng Wang, Donghao Zhang, Yang Song, Siqi Liu, Rong Gao, Hanchuan Peng, Weidong Cai

Proceedings of the 2018 Digital Image Computing: Techniques and Applications, 2018

Large Kernel Refine Fusion Net for Neuron Membrane Segmentation.

Dongnan Liu, Donghao Zhang, Yang Song, Chaoyi Zhang, Heng Huang, Mei Chen, Weidong Cai

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

Automated Analysis of Chest Radiographs for Cystic Fibrosis Scoring.

Zhaowei Huang, Chen Ding, Lei Zhang, Min-Zhao Lee, Yang Song, Hiran Selvadurai, Dagan Feng, Yanning Zhang, Weidong Cai

Proceedings of the Advances in Brain Inspired Cognitive Systems, 2018

2017

Low Dimensional Representation of Fisher Vectors for Microscopy Image Classification.

Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Weidong Cai

IEEE Trans. Medical Imaging, 2017

Dual discriminative local coding for tissue aging analysis.

Yang Song, Qing Li, Fan Zhang, Heng Huang, Dagan Feng, Yue Wang, Mei Chen, Weidong Cai

Medical Image Anal., 2017

Optimizing the cervix cytological examination based on deep learning and dynamic shape modeling.

Afaf Tareef, Yang Song, Heng Huang, Yue Wang, Dagan Feng, Mei Chen, Weidong Cai

Neurocomputing, 2017

Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation.

Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham, Dagan Feng, Mei Chen

Neurocomputing, 2017

Multi-sensor image fusion based on regional characteristics.

Fanjie Meng, Ruixia Shi, Dalong Shan, Yang Song, Wangpeng He, Weidong Cai

Int. J. Distributed Sens. Networks, 2017

Supra-Threshold Fiber Cluster Statistics for Data-Driven Whole Brain Tractography Analysis.

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.

Yang Song, Hang Chang, Heng Huang, Weidong Cai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Triple-Crossing 2.5D Convolutional Neural Network for Detecting Neuronal Arbours in 3D Microscopic Images.

Siqi Liu, Donghao Zhang, Yang Song, Hanchuan Peng, Weidong Cai

Proceedings of the Machine Learning in Medical Imaging - 8th International Workshop, 2017

Comparison between two white matter segmentation strategies: An investigation into white matter segmentation consistency.

Fan Zhang, Isaiah Norton, Weidong Cai, Yang Song, William M. Wells III, Lauren J. O'Donnell

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated connectivity-based groupwise cortical atlas generation: Application to data of neurosurgical patients with brain tumors for cortical parcellation prediction.

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

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automated multi-stage segmentation of white blood cells via optimizing color processing.

Afaf Tareef, Yang Song, Dagan Feng, Mei Chen, Weidong Cai

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Adapting fisher vectors for histopathology image classification.

Yang Song, Ju Jia Zou, Hang Chang, Weidong Cai

Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Automatic 3D Single Neuron Reconstruction with Exhaustive Tracing.

Zihao Tang, Donghao Zhang, Siqi Liu, Yang Song, Hanchuan Peng, Weidong Cai

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Locally-Transferred Fisher Vectors for Texture Classification.

Yang Song, Fan Zhang, Qing Li, Heng Huang, Lauren J. O'Donnell, Weidong Cai

Proceedings of the IEEE International Conference on Computer Vision, 2017

Text- and Content-Based Medical Image Retrieval in the VISCERAL Retrieval Benchmark.

Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller

Proceedings of the Cloud-Based Benchmarking of Medical Image Analysis, 2017

2016

Pairwise Latent Semantic Association for Similarity Computation in Medical Imaging.

Fan Zhang, Yang Song, Weidong Cai, Sidong Liu, Siqi Liu, Sonia Pujol, Ron Kikinis, Yong Xia, Michael J. Fulham, David Dagan Feng

IEEE Trans. Biomed. Eng., 2016

Dictionary pruning with visual word significance for medical image retrieval.

Fan Zhang, Yang Song, Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Sonia Pujol, Ron Kikinis, Michael J. Fulham, David Dagan Feng, Mei Chen

Neurocomputing, 2016

Texture image classification with discriminative neural networks.

Yang Song, Qing Li, Dagan Feng, Ju Jia Zou, Weidong Cai

Comput. Vis. Media, 2016

Bioimage classification with subcategory discriminant transform of high dimensional visual descriptors.

Yang Song, Weidong Cai, Heng Huang, Dagan Feng, Yue Wang, Mei Chen

BMC Bioinform., 2016

Fiber clustering based white matter connectivity analysis for prediction of Autism Spectrum Disorder using diffusion tensor imaging.

Fan Zhang, Peter Savadjiev, Tom Weidong Cai, Yang Song, Ragini Verma, Carl-Fredrik Westin, Lauren J. O'Donnell

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Automatic nuclei and cytoplasm segmentation of leukocytes with color and texture-based image enhancement.

Afaf Tareef, Yang Song, Tom Weidong Cai, Yue Wang, David Dagan Feng, Mei Chen

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Texture analysis of tissue aging using global and cluster constrained local coding.

Yang Song, Weidong Cai, Fan Zhang, Heng Huang, David Dagan Feng, Yue Wang, Mei Chen

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Histopathology Image Categorization with Discriminative Dimension Reduction of Fisher Vectors.

Yang Song, Qing Li, Heng Huang, Dagan Feng, Mei Chen, Tom Weidong Cai

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Clique Identification and Propagation for Multimodal Brain Tumor Image Segmentation.

Sidong Liu, Yang Song, Fan Zhang, Dagan Feng, Michael J. Fulham, Tom Weidong Cai

Proceedings of the Brain Informatics and Health - International Conference, 2016

2015

Large Margin Local Estimate With Applications to Medical Image Classification.

Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, David Dagan Feng, Yue Wang, Michael J. Fulham, Mei Chen

IEEE Trans. Medical Imaging, 2015

Locality-constrained Subcluster Representation Ensemble for lung image classification.

Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, Yue Wang, David Dagan Feng

Medical Image Anal., 2015

Motion Representation of Ciliated Cell Images with Contour-Alignment for Automated CBF Estimation.

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

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Bone texture characterization with fisher encoding of local descriptors.

Yang Song, Weidong Cai, Fan Zhang, Heng Huang, Yun Zhou, David Dagan Feng

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Learning Shape-Driven Segmentation Based on Neural Network and Sparse Reconstruction Toward Automated Cell Analysis of Cervical Smears.

Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Yue Wang, Dagan Feng, Mei Chen

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Beating cilia identification in fluorescence microscope images for accurate CBF measurement.

Fan Zhang, Weidong Cai, Yang Song, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Dagan Feng

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

USYD/HES-SO in the VISCERAL Retrieval Benchmark.

Fan Zhang, Yang Song, Weidong Cai, Adrien Depeursinge, Henning Müller

Proceedings of the Multimodal Retrieval in the Medical Domain, 2015

Morphological Filtering and Hierarchical Deformation for Partially Overlapping Cell Segmentation.

Afaf Tareef, Yang Song, Min-Zhao Lee, David Dagan Feng, Mei Chen, Tom Weidong Cai

Proceedings of the 2015 International Conference on Digital Image Computing: Techniques and Applications, 2015

Fusing subcategory probabilities for texture classification.

Yang Song, Weidong Cai, Qing Li, Fan Zhang, David Dagan Feng, Heng Huang

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval.

Fan Zhang, Yang Song, Tom Weidong Cai, Alexander G. Hauptmann, Sidong Liu, Siqi Liu, David Dagan Feng, Mei Chen

Proceedings of the Artificial Life and Computational Intelligence, 2015

2014

Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC Studies.

Yang Song, Weidong Cai, Heng Huang, Xiaogang Wang, Yun Zhou, Michael J. Fulham, David Dagan Feng

IEEE Trans. Medical Imaging, 2014

Lung Nodule Classification With Multilevel Patch-Based Context Analysis.

Fan Zhang, Yang Song, Weidong Cai, Min-Zhao Lee, Yun Zhou, Heng Huang, Shimin Shan, Michael J. Fulham, David Dagan Feng

IEEE Trans. Biomed. Eng., 2014

Large Margin Aggregation of Local Estimates for Medical Image Classification.

Yang Song, Tom Weidong Cai, Heng Huang, Yun Zhou, David Dagan Feng, Mei Chen

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

A ranking-based lung nodule image classification method using unlabeled image knowledge.

Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Michael J. Fulham, Stefan Eberl, Shimin Shan, Dagan Feng

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Image-based ciliary beating frequency estimation for therapeutic assessment on defective mucociliary clearance diseases.

Fan Zhang, Weidong Cai, Yang Song, Paul M. Young, Daniela Traini, Lucy Morgan, Hui-Xin Ong, Lachlan Buddle, Dagan Feng

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automated feedback extraction for medical imaging retrieval.

Weidong Cai, Fan Zhang, Yang Song, Sidong Liu, Lingfeng Wen, Stefan Eberl, Michael J. Fulham, Dagan Feng

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Automated three-stage nucleus and cytoplasm segmentation of overlapping cells.

Afaf Tareef, Yang Song, Weidong Cai, David Dagan Feng, Mei Chen

Proceedings of the 13th International Conference on Control Automation Robotics & Vision, 2014

Hierarchical and binary spatial descriptors for lung nodule image retrieval.

Gillian Ng, Yang Song, Weidong Cai, Yun Zhou, Sidong Liu, David Dagan Feng

Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

Latent Semantic Association for Medical Image Retrieval.

Fan Zhang, Yang Song, Sidong Liu, Sonia Pujol, Ron Kikinis, David Dagan Feng, Tom Weidong Cai

Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014

2013

Feature-Based Image Patch Approximation for Lung Tissue Classification.

Yang Song, Weidong Cai, Yun Zhou, David Dagan Feng

IEEE Trans. Medical Imaging, 2013

Region-based progressive localization of cell nuclei in microscopic images with data adaptive modeling.

Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng, Mei Chen

BMC Bioinform., 2013

Similarity Guided Feature Labeling for Lesion Detection.

Yang Song, Weidong Cai, Heng Huang, Xiaogang Wang, Stefan Eberl, Michael J. Fulham, Dagan Feng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Discriminative Data Transform for Image Feature Extraction and Classification.

Yang Song, Weidong Cai, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, Dagan Feng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Multifold Bayesian Kernelization in Alzheimer's Diagnosis.

Sidong Liu, Yang Song, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, Dagan Feng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Pathology-centric medical image retrieval with hierarchical contextual spatial descriptor.

Yang Song, Weidong Cai, Yun Zhou, Lingfeng Wen, David Dagan Feng

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Graph cuts based relevance feedback in image retrieval.

Lelin Zhang, Sidong Liu, Zhiyong Wang, Weidong Cai, Yang Song, David Dagan Feng

Proceedings of the IEEE International Conference on Image Processing, 2013

A supervised multiview spectral embedding method for neuroimaging classification.

Sidong Liu, Lelin Zhang, Weidong Cai, Yang Song, Zhiyong Wang, Lingfeng Wen, David Dagan Feng

Proceedings of the IEEE International Conference on Image Processing, 2013

Overlapping node discovery for improving classification of lung nodules.

Fan Zhang, Weidong Cai, Yang Song, Min-Zhao Lee, Shimin Shan, David Dagan Feng

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Cell nuclei segmentation in fluorescence microscopy images using inter- and intra-region discriminative information.

Yang Song, Weidong Cai, David Dagan Feng, Mei Chen

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Localized Sparse Code Gradient in Alzheimer's disease staging.

Sidong Liu, Weidong Cai, Yang Song, Sonia Pujol, Ron Kikinis, Lingfeng Wen, David Dagan Feng

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Fully automated scoring of chest radiographs in cystic fibrosis.

Min-Zhao Lee, Weidong Cai, Yang Song, Hiran Selvadurai, David Dagan Feng

Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

Context Curves for Classification of Lung Nodule Images.

Fan Zhang, Yang Song, Weidong Cai, Yun Zhou, Shimin Shan, Dagan Feng

Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013

2012

A Multistage Discriminative Model for Tumor and Lymph Node Detection in Thoracic Images.

Yang Song, Weidong Cai, Jinman Kim, David Dagan Feng

IEEE Trans. Medical Imaging, 2012

Thoracic Abnormality Detection with Data Adaptive Structure Estimation.

Yang Song, Weidong Cai, Yun Zhou, Dagan Feng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Context Enhanced Graphical Model for Object Localization in Medical Images.

Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng

Proceedings of the Medical Computer Vision. Recognition Techniques and Applications in Medical Imaging, 2012

Location classification of lung nodules with optimized graph construction.

Yang Song, Weidong Cai, Yue Wang, David Dagan Feng

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Global context inference for adaptive abnormality detection in PET-CT images.

Yang Song, Weidong Cai, David Dagan Feng

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Regression and classification based distance metric learning for medical image retrieval.

Weidong Cai, Yang Song, David Dagan Feng

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Microscopic Image Segmentation with Two-Level Enhancement of Feature Discriminability.

Yang Song, Weidong Cai, David Dagan Feng

Proceedings of the 2012 International Conference on Digital Image Computing Techniques and Applications, 2012

Object localization in medical images based on graphical model with contrast and interest-region terms.

Yang Song, Weidong Cai, Heng Huang, Yue Wang, David Dagan Feng

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Discriminative Pathological Context Detection in Thoracic Images Based on Multi-level Inference.

Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Thoracic image case retrieval with spatial and contextual information.

Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

Thoracic image matching with appearance and spatial distribution.

Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Structure-Adaptive Feature Extraction and Representation for Multi-modality Lung Images Retrieval.

Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2010

A content-based image retrieval framework for multi-modality lung images.

Yang Song, Weidong Cai, Stefan Eberl, Michael J. Fulham, David Dagan Feng

Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010