| 2026 | ACL | DiagnosisArena: Benchmarking Diagnostic Reasoning for Large Language Models. | Yakun Zhu, Zhongzhen Huang, Linjie Mu, Yutong Huang, Wei Nie, Jiaji Liu, Shaoting Zhang, Pengfei Liu, Xiaofan Zhang |
| 2026 | ACL | MedMCP-Calc: Benchmarking LLMs for Realistic Medical Calculator Scenarios via MCP Integration. | Yakun Zhu, Yutong Huang, Shengqian Qin, Zhongzhen Huang, Shaoting Zhang, Xiaofan Zhang |
| 2025 | ACL | MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression. | Linjie Mu, Zhongzhen Huang, Shengqian Qin, Yakun Zhu, Shaoting Zhang, Xiaofan Zhang |
| 2025 | ACL | Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models. | Shengqian Qin, Yakun Zhu, Linjie Mu, Shaoting Zhang, Xiaofan Zhang |
| 2025 | COLING | Interactive Evaluation for Medical LLMs via Task-oriented Dialogue System. | Ruoyu Liu, Kui Xue, Xiaofan Zhang, Shaoting Zhang |
| 2025 | CVPR | Multi-modal Vision Pre-training for Medical Image Analysis. | Shaohao Rui, Lingzhi Chen, Zhenyu Tang, Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 2025 | ICLR | Unleashing the Potential of Vision-Language Pre-Training for 3D Zero-Shot Lesion Segmentation via Mask-Attribute Alignment. | Yankai Jiang, Wenhui Lei, Xiaofan Zhang, Shaoting Zhang |
| 2025 | ICLR | Rethinking the generalization of drug target affinity prediction algorithms via similarity aware evaluation. | Chenbin Zhang, Zhiqiang Hu, Chuchu Jiang, Wen Chen, Jie Xu, Shaoting Zhang |
| 2025 | ICML | One Leaf Reveals the Season: Occlusion-Based Contrastive Learning with Semantic-Aware Views for Efficient Visual Representation. | Xiaoyu Yang, Lijian Xu, Hongsheng Li, Shaoting Zhang |
| 2025 | MICCAI | UM-SAM: Unsupervised Medical Image Segmentation Using Knowledge Distillation from Segment Anything Model. | Jia Fu, He Li, Tao Lu, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | Interactive Segmentation and Report Generation for CT Images. | Yannian Gu, Wenhui Lei, Hanyu Chen, Shaoting Zhang, Xiaofan Zhang |
| 2025 | MICCAI | FDAS: Foundation Model Distillation and Anatomic Structure-Aware Multi-task Learning for Self-Supervised Medical Image Segmentation. | Xiaoran Qi, Guoning Zhang, Jianghao Wu, Shaoting Zhang, Xiaorong Hou, Guotai Wang |
| 2025 | MICCAI | FilterDiff: Noise-Free Frequency-Domain Diffusion Models for Accelerated MRI Reconstruction. | Tao Song, Fang Nie, Yi Guo, Feng Xu, Shaoting Zhang |
| 2025 | MICCAI | ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation. | Litingyu Wang, Ping Ye, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | StyleGAN-Based Brain MRI Anomaly Detection via Latent Code Retrieval and Partial Swap. | Jie Wei, Xiaofei Hu, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | VBCD: A Voxel-Based Framework for Personalized Dental Crown Design. | Linda Wei, Chang Liu, Wenran Zhang, Zengji Zhang, Shaoting Zhang, Hongsheng Li |
| 2025 | MICCAI | DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs. | Boyi Xiao, Jianghao Wu, Lanfeng Zhong, Xiaoguang Zou, Yuanquan Wu, Guotai Wang, Shaoting Zhang |
| 2025 | MICCAI | OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models. | Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | TEGDA: Test-Time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation. | Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT. | Xianhao Zhou, Jianghao Wu, Huangxuan Zhao, Lei Chen, Shaoting Zhang, Guotai Wang |
| 2025 | MICCAI | CSAL-3D: Cold-Start Active Learning for 3D Medical Image Segmentation via SSL-Driven Uncertainty-Reinforced Diversity Sampling. | Ning Zhu, Ping Ye, Lanfeng Zhong, Qiang Yue, Shaoting Zhang, Guotai Wang |
| 2025 | NAACL | MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens. | Yongqi Fan, Hongli Sun, Kui Xue, Xiaofan Zhang, Shaoting Zhang, Tong Ruan |
| 2025 | NAACL | Guiding Medical Vision-Language Models with Diverse Visual Prompts: Framework Design and Comprehensive Exploration of Prompt Variations. | Kangyu Zhu, Ziyuan Qin, Huahui Yi, Zekun Jiang, Qicheng Lao, Shaoting Zhang, Kang Li |
| 2025 | NAACL | MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling. | Yakun Zhu, Shaohang Wei, Xu Wang, Kui Xue, Shaoting Zhang, Xiaofan Zhang |
| 2024 | ACL | Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges. | Xiaoming Shi, Zeming Liu, Li Du, Yuxuan Wang, Hongru Wang, Yuhang Guo, Tong Ruan, Jie Xu, Xiaofan Zhang, Shaoting Zhang |
| 2024 | COLING | GECSum: Generative Evaluation-Driven Sequence Level Contrastive Learning for Abstractive Summarization. | Jiawen Xie, Shaoting Zhang, Xiaofan Zhang |
| 2024 | CVPR | ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting. | Yankai Jiang, Zhongzhen Huang, Rongzhao Zhang, Xiaofan Zhang, Shaoting Zhang |
| 2024 | ECAI | Modality-Aware and Shift Mixer for Multi-Modal Brain Tumor Segmentation. | Zhongzhen Huang, Linda Wei, Shaoting Zhang, Xiaofan Zhang |
| 2024 | ECCV | Pathology-Knowledge Enhanced Multi-instance Prompt Learning for Few-Shot Whole Slide Image Classification. | Linhao Qu, Dingkang Yang, Dan Huang, Qinhao Guo, Rongkui Luo, Shaoting Zhang, Xiaosong Wang |
| 2024 | ECCV | SAM-Med3D: Towards General-Purpose Segmentation Models for Volumetric Medical Images. | Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He, Yu Qiao |
| 2024 | MICCAI | Swin-UMamba: Mamba-Based UNet with ImageNet-Based Pretraining. | Jiarun Liu, Hao Yang, Hong-Yu Zhou, Yan Xi, Lequan Yu, Cheng Li, Yong Liang, Guangming Shi, Yizhou Yu, Shaoting Zhang, Hairong Zheng, Shanshan Wang |
| 2024 | MICCAI | Rethinking Abdominal Organ Segmentation (RAOS) in the Clinical Scenario: A Robustness Evaluation Benchmark with Challenging Cases. | Xiangde Luo, Zihan Li, Shaoting Zhang, Wenjun Liao, Guotai Wang |
| 2024 | MICCAI | PathoTune: Adapting Visual Foundation Model to Pathological Specialists. | Jiaxuan Lu, Fang Yan, Xiaofan Zhang, Yue Gao, Shaoting Zhang |
| 2024 | MICCAI | Multi-modal Data Binding for Survival Analysis Modeling with Incomplete Data and Annotations. | Linhao Qu, Dan Huang, Shaoting Zhang, Xiaosong Wang |
| 2024 | MICCAI | BrainSCK: Brain Structure and Cognition Alignment via Knowledge Injection and Reactivation for Diagnosing Brain Disorders. | Lilong Wang, Mianxin Liu, Shaoting Zhang, Xiaosong Wang |
| 2024 | MICCAI | DeReStainer: H&E to IHC Pathological Image Translation via Decoupled Staining Channels. | Linda Wei, Shengyi Hua, Shaoting Zhang, Xiaofan Zhang |
| 2023 | ACL | MidMed: Towards Mixed-Type Dialogues for Medical Consultation. | Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang |
| 2023 | ACL | Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization. | Jiawen Xie, Qi Su, Shaoting Zhang, Xiaofan Zhang |
| 2023 | CVPR | KiUT: Knowledge-injected U-Transformer for Radiology Report Generation. | Zhongzhen Huang, Xiaofan Zhang, Shaoting Zhang |
| 2023 | MICCAI | Pathology-and-Genomics Multimodal Transformer for Survival Outcome Prediction. | Kexin Ding, Mu Zhou, Dimitris N. Metaxas, Shaoting Zhang |
| 2023 | MICCAI | UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation. | Jia Fu, Tao Lu, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | Scribble-Based 3D Multiple Abdominal Organ Segmentation via Triple-Branch Multi-Dilated Network with Pixel- and Class-Wise Consistency. | Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | ScribSD: Scribble-Supervised Fetal MRI Segmentation Based on Simultaneous Feature and Prediction Self-distillation. | Yijie Qu, Qianfei Zhao, Linda Wei, Tao Lu, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | Foundation Model for Endoscopy Video Analysis via Large-Scale Self-supervised Pre-train. | Zhao Wang, Chang Liu, Shaoting Zhang, Qi Dou |
| 2023 | MICCAI | Text-Guided Foundation Model Adaptation for Pathological Image Classification. | Yunkun Zhang, Jin Gao, Mu Zhou, Xiaosong Wang, Yu Qiao, Shaoting Zhang, Dequan Wang |
| 2023 | MICCAI | Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. | Lanfeng Zhong, Xin Liao, Shaoting Zhang, Guotai Wang |
| 2022 | ECCV | Towards Self-Supervised and Weight-preserving Neural Architecture Search. | Zhuowei Li, Yibo Gao, Zhenzhou Zha, Zhiqiang Hu, Qing Xia, Shaoting Zhang, Dimitris N. Metaxas |
| 2022 | MICCAI | AANet: Artery-Aware Network for Pulmonary Embolism Detection in CTPA Images. | Jia Guo, Xinglong Liu, Yinan Chen, Shaoting Zhang, Guangyu Tao, Hong Yu, Huiyuan Zhu, Wenhui Lei, Huiqi Li, Na Wang |
| 2022 | MICCAI | Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision. | Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang |
| 2021 | IJCAI | Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction. | Guofeng Lv, Zhiqiang Hu, Yanguang Bi, Shaoting Zhang |
| 2021 | MICCAI | Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation. | Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang, Shaoting Zhang |
| 2021 | MICCAI | Fully Test-Time Adaptation for Image Segmentation. | Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang |
| 2021 | MICCAI | Multi-compound Transformer for Accurate Biomedical Image Segmentation. | Yuanfeng Ji, Ruimao Zhang, Huijie Wang, Zhen Li, Lingyun Wu, Shaoting Zhang, Ping Luo |
| 2021 | MICCAI | Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images. | Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Shichuan Zhang, Guotai Wang |
| 2021 | MICCAI | Hybrid Supervision Learning for Pathology Whole Slide Image Classification. | Jiahui Li, Wen Chen, Xiaodi Huang, Shuang Yang, Zhiqiang Hu, Qi Duan, Dimitris N. Metaxas, Hongsheng Li, Shaoting Zhang |
| 2021 | MICCAI | A Deep Reinforced Tree-Traversal Agent for Coronary Artery Centerline Extraction. | Zhuowei Li, Qing Xia, Zhiqiang Hu, Wenji Wang, Lijian Xu, Shaoting Zhang |
| 2021 | MICCAI | Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency. | Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang |
| 2021 | MICCAI | Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation. | Lingyun Wu, Zhiqiang Hu, Yuanfeng Ji, Ping Luo, Shaoting Zhang |
| 2020 | MICCAI | Feature-Enhanced Graph Networks for Genetic Mutational Prediction Using Histopathological Images in Colon Cancer. | Kexin Ding, Qiao Liu, Edward Lee, Mu Zhou, Aidong Lu, Shaoting Zhang |
| 2020 | MICCAI | Multi-organ Segmentation via Co-training Weight-Averaged Models from Few-Organ Datasets. | Rui Huang, Yuanjie Zheng, Zhiqiang Hu, Shaoting Zhang, Hongsheng Li |
| 2020 | MICCAI | UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation. | Yuanfeng Ji, Ruimao Zhang, Zhen Li, Jiamin Ren, Shaoting Zhang, Ping Luo |
| 2020 | MICCAI | NAS-SCAM: Neural Architecture Search-Based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification. | Zuhao Liu, Huan Wang, Shaoting Zhang, Guotai Wang, Jin Qi |
| 2020 | MICCAI | CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans. | Tao Song, Jieneng Chen, Xiangde Luo, Yechong Huang, Xinglong Liu, Ning Huang, Yinan Chen, Zhaoxiang Ye, Huaqiang Sheng, Shaoting Zhang, Guotai Wang |
| 2020 | MICCAI | Uncertainty-Guided Efficient Interactive Refinement of Fetal Brain Segmentation from Stacks of MRI Slices. | Guotai Wang, Michael Aertsen, Jan Deprest, Sbastien Ourselin, Tom Vercauteren, Shaoting Zhang |
| 2019 | ICDM | Learning Hierarchical and Shared Features for Improving 3D Neuron Reconstruction. | Hao Yuan, Na Zou, Shaoting Zhang, Hanchuan Peng, Shuiwang Ji |
| 2019 | IUI | ImWeb: cross-platform immersive web browsing for online 3D neuron database exploration. | Willis Fulmer, Tahir Mahmood, Zhongyu Li, Shaoting Zhang, Jian Huang, Aidong Lu |
| 2019 | MICCAI | DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs. | Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang |
| 2019 | MICCAI | CFEA: Collaborative Feature Ensembling Adaptation for Domain Adaptation in Unsupervised Optic Disc and Cup Segmentation. | Peng Liu, Bin Kong, Zhongyu Li, Shaoting Zhang, Ruogu Fang |
| 2019 | MICCAI | Collaborative Multi-agent Learning for MR Knee Articular Cartilage Segmentation. | Chaowei Tan, Zhennan Yan, Shaoting Zhang, Kang Li, Dimitris N. Metaxas |
| 2019 | MICCAI | Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss. | Guotai Wang, Jonathan Shapey, Wenqi Li, Reuben Dorent, Alex Demitriadis, Sotirios Bisdas, Ian Paddick, Robert Bradford, Shaoting Zhang, Sbastien Ourselin, Tom Vercauteren |
| 2019 | MICCAI | Automated Segmentation of Skin Lesion Based on Pyramid Attention Network. | Huan Wang, Guotai Wang, Ze Sheng, Shaoting Zhang |
| 2019 | MICCAI | High- and Low-Level Feature Enhancement for Medical Image Segmentation. | Huan Wang, Guotai Wang, Zhihan Xu, Wenhui Lei, Shaoting Zhang |
| 2018 | ECCV | Quantized Densely Connected U-Nets for Efficient Landmark Localization. | Zhiqiang Tang, Xi Peng, Shijie Geng, Lingfei Wu, Shaoting Zhang, Dimitris N. Metaxas |
| 2018 | IJCAI | CR-GAN: Learning Complete Representations for Multi-view Generation. | Yu Tian, Xi Peng, Long Zhao, Shaoting Zhang, Dimitris N. Metaxas |
| 2018 | MICCAI | Invasive Cancer Detection Utilizing Compressed Convolutional Neural Network and Transfer Learning. | Bin Kong, Shanhui Sun, Xin Wang, Qi Song, Shaoting Zhang |
| 2016 | BMVC | Multispectral Deep Neural Networks for Pedestrian Detection. | Jingjing Liu, Shaoting Zhang, Shu Wang, Dimitris N. Metaxas |
| 2016 | CVPR | SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. | Han Zhang, Tao Xu, Mohamed Elhoseiny, Xiaolei Huang, Shaoting Zhang, Ahmed M. Elgammal, Dimitris N. Metaxas |
| 2016 | CVPR | Embedding Label Structures for Fine-Grained Feature Representation. | Xiaofan Zhang, Feng Zhou, Yuanqing Lin, Shaoting Zhang |
| 2016 | IJCAI | Efficient k-Support-Norm Regularized Minimization via Fully Corrective Frank-Wolfe Method. | Bo Liu, Xiao-Tong Yuan, Shaoting Zhang, Qingshan Liu, Dimitris N. Metaxas |
| 2016 | IJCAI | Visual Tracking with Reliable Memories. | Shu Wang, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas |
| 2016 | IJCAI | Nonlinear Hierarchical Part-Based Regression for Unconstrained Face Alignment. | Xiang Yu, Zhe Lin, Shaoting Zhang, Dimitris N. Metaxas |
| 2016 | MICCAI | Mammographic Mass Segmentation with Online Learned Shape and Appearance Priors. | Menglin Jiang, Shaoting Zhang, Yuanjie Zheng, Dimitris N. Metaxas |
| 2016 | MICCAI | Recognizing End-Diastole and End-Systole Frames via Deep Temporal Regression Network. | Bin Kong, Yiqiang Zhan, Min C. Shin, Thomas Denny, Shaoting Zhang |
| 2016 | MICCAI | Multimodal Deep Learning for Cervical Dysplasia Diagnosis. | Tao Xu, Han Zhang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2015 | CVPR | Fine-grained histopathological image analysis via robust segmentation and large-scale retrieval. | Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang |
| 2015 | ICCV | PIEFA: Personalized Incremental and Ensemble Face Alignment. | Xi Peng, Shaoting Zhang, Yu Yang, Dimitris N. Metaxas |
| 2015 | ICCV | Learning Binary Codes for Maximum Inner Product Search. | Fumin Shen, Wei Liu, Shaoting Zhang, Yang Yang, Heng Tao Shen |
| 2015 | MICCAI | Joint Kernel-Based Supervised Hashing for Scalable Histopathological Image Analysis. | Menglin Jiang, Shaoting Zhang, Junzhou Huang, Lin Yang, Dimitris N. Metaxas |
| 2015 | MICCAI | Fast Preconditioning for Accelerated Multi-contrast MRI Reconstruction. | Ruoyu Li, Yeqing Li, Ruogu Fang, Shaoting Zhang, Hao Pan, Junzhou Huang |
| 2015 | MICCAI | Overview of the 2015 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2015). | Henning Mller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Weidong Cai, Dimitris N. Metaxas |
| 2015 | MICCAI | Robust Cell Detection and Segmentation in Histopathological Images Using Sparse Reconstruction and Stacked Denoising Autoencoders. | Hai Su, Fuyong Xing, Xiangfei Kong, Yuanpu Xie, Shaoting Zhang, Lin Yang |
| 2015 | MICCAI | Laplacian Shape Editing with Local Patch Based Force Field for Interactive Segmentation. | Chaowei Tan, Zhennan Yan, Kang Li, Dimitris N. Metaxas, Shaoting Zhang |
| 2014 | ICPR | Head Pose Estimation by Instance Parameterization. | Xi Peng, Junzhou Huang, Qiong Hu, Shaoting Zhang, Dimitris N. Metaxas |
| 2014 | ICPR | An Automated and Robust Framework for Quantification of Muscle and Fat in the Thigh. | Chaowei Tan, Zhennan Yan, Shaoting Zhang, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas |
| 2014 | ICPR | Automatic Liver Segmentation and Hepatic Fat Fraction Assessment in MRI. | Zhennan Yan, Chaowei Tan, Shaoting Zhang, Yan Zhou, Boubakeur Belaroussi, Hui Jing Yu, Colin Miller, Dimitris N. Metaxas |
| 2014 | MICCAI | Scalable Histopathological Image Analysis via Active Learning. | Yan Zhu, Shaoting Zhang, Wei Liu, Dimitris N. Metaxas |
| 2014 | MICCAI | Tensor Total-Variation Regularized Deconvolution for Efficient Low-Dose CT Perfusion. | Ruogu Fang, Pina C. Sanelli, Shaoting Zhang, Tsuhan Chen |
| 2014 | MICCAI | Detection of Mammographic Masses by Content-Based Image Retrieval. | Menglin Jiang, Shaoting Zhang, Dimitris N. Metaxas |
| 2014 | MICCAI | Overview of the 2014 Workshop on Medical Computer Vision - Algorithms for Big Data (MCV 2014). | Henning Mller, Bjoern H. Menze, Georg Langs, Albert Montillo, B. Michael Kelm, Shaoting Zhang, Tom Weidong Cai, Dimitris N. Metaxas |
| 2014 | MICCAI | Mining Histopathological Images via Composite Hashing and Online Learning. | Xiaofan Zhang, Lin Yang, Wei Liu, Hai Su, Shaoting Zhang |
| 2013 | CVPR | Large Scale Medical Image Search via Unsupervised PCA Hashing. | Xiang Yu, Shaoting Zhang, Bo Liu, Lin Zhong, Dimitris N. Metaxas |
| 2013 | ICCV | Pose-Free Facial Landmark Fitting via Optimized Part Mixtures and Cascaded Deformable Shape Model. | Xiang Yu, Junzhou Huang, Shaoting Zhang, Wang Yan, Dimitris N. Metaxas |
| 2013 | ISVC | Localization of Multi-pose and Occluded Facial Features via Sparse Shape Representation. | Yang Yu, Shaoting Zhang, Fei Yang, Dimitris N. Metaxas |
| 2013 | MICCAI | Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models. | Mustafa Gkhan Uzunbas, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, Dimitris N. Metaxas |
| 2013 | MICCAI | Accurate Whole-Brain Segmentation for Alzheimer's Disease Combining an Adaptive Statistical Atlas and Multi-atlas. | Zhennan Yan, Shaoting Zhang, Xiaofeng Liu, Dimitris N. Metaxas, Albert Montillo |
| 2012 | ECCV | Background Subtraction Using Low Rank and Group Sparsity Constraints. | Xinyi Cui, Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2012 | ECCV | Query Specific Fusion for Image Retrieval. | Shaoting Zhang, Ming Yang, Timothe Cour, Kai Yu, Dimitris N. Metaxas |
| 2012 | MICCAI | 3D Anatomical Shape Atlas Construction Using Mesh Quality Preserved Deformable Models. | Xinyi Cui, Shaoting Zhang, Yiqiang Zhan, Mingchen Gao, Junzhou Huang, Dimitris N. Metaxas |
| 2012 | MICCAI | Simplified Labeling Process for Medical Image Segmentation. | Mingchen Gao, Junzhou Huang, Xiaolei Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2012 | MICCAI | Shape Prior Modeling Using Sparse Representation and Online Dictionary Learning. | Shaoting Zhang, Yiqiang Zhan, Yan Zhou, Mustafa Gkhan Uzunbas, Dimitris N. Metaxas |
| 2011 | CVPR | Sparse shape composition: A new framework for shape prior modeling. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2011 | ICCV | Optimal object matching via convexification and composition. | Hongsheng Li, Junzhou Huang, Shaoting Zhang, Xiaolei Huang |
| 2011 | ICCV | A 3D Laplacian-driven parametric deformable model. | Tian Shen, Xiaolei Huang, Hongsheng Li, Edward Kim, Shaoting Zhang, Junzhou Huang |
| 2011 | MICCAI | Automatic Alignment of Brain MR Scout Scans Using Data-adaptive Multi-structural Model. | Ting Chen, Yiqiang Zhan, Shaoting Zhang, Maneesh Dewan |
| 2011 | MICCAI | Using High Resolution Cardiac CT Data to Model and Visualize Patient-Specific Interactions between Trabeculae and Blood Flow. | Scott Kulp, Mingchen Gao, Shaoting Zhang, Zhen Qian, Szilard Voros, Dimitris N. Metaxas, Leon Axel |
| 2011 | MICCAI | 3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. | Shaoting Zhang, Junzhou Huang, Mustafa Gkhan Uzunbas, Tian Shen, Foteini Delis, Xiaolei Huang, Nora D. Volkow, Panayotis K. Thanos, Dimitris N. Metaxas |
| 2011 | MICCAI | Deformable Segmentation via Sparse Shape Representation. | Shaoting Zhang, Yiqiang Zhan, Maneesh Dewan, Junzhou Huang, Dimitris N. Metaxas, Xiang Sean Zhou |
| 2010 | CVPR | Image retrieval via probabilistic hypergraph ranking. | Yuchi Huang, Qingshan Liu, Shaoting Zhang, Dimitris N. Metaxas |
| 2010 | CVPR | Automatic image annotation using group sparsity. | Shaoting Zhang, Junzhou Huang, Yuchi Huang, Yang Yu, Hongsheng Li, Dimitris N. Metaxas |
| 2010 | ECCV | Fast Optimization for Mixture Prior Models. | Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2010 | MICCAI | Efficient MR Image Reconstruction for Compressed MR Imaging. | Junzhou Huang, Shaoting Zhang, Dimitris N. Metaxas |
| 2009 | CVPR | 3D segmentation of rodent brains using deformable models and variational methods. | Shaoting Zhang, Jinghao Zhou, Xiaoxu Wang, Sukmoon Chang, Dimitris N. Metaxas, George J. Pappas, Foteini Delis, Nora D. Volkow, Gene-Jack Wang, Panayotis K. Thanos, Chandra Kambhamettu |
| 2008 | MICCAI | LV Motion and Strain Computation from tMRI Based on Meshless Deformable Models. | Xiaoxu Wang, Ting Chen, Shaoting Zhang, Dimitris N. Metaxas, Leon Axel |