| 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 | Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model. | Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang, Xiangde Luo |
| 2025 | MICCAI | SUGFW: A SAM-Based Uncertainty-Guided Feature Weighting Framework for Cold Start Active Learning. | Xiaochuan Ma, Jia Fu, Lanfeng Zhong, Ning Zhu, Guotai Wang |
| 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 | 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 | 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 |
| 2024 | MICCAI | An Uncertainty-Guided Tiered Self-training Framework for Active Source-Free Domain Adaptation in Prostate Segmentation. | Zihao Luo, Xiangde Luo, Zijun Gao, Guotai 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 | Multi-model Ensemble and Region Specific Normalization for Myocardial Pathology Segmentation with Partial Modalities. | Zihao Luo, Guotai Wang |
| 2024 | MICCAI | Head and Neck Tumor Segmentation of MRI from Pre- and Mid-Radiotherapy with Pre-Training, Data Augmentation and Dual Flow UNet. | Litingyu Wang, Wenjun Liao, Shichuan Zhang, Guotai Wang |
| 2024 | MICCAI | Unsupervised Domain Adaptation for Abdominal Organ Segmentation Using Pseudo Labels and Organ Attention CycleGAN. | Jianghao Wu, Guoning Zhang, Xiaoran Qi, Huamin Wang, Xinya Liu, Guotai Wang |
| 2024 | MICCAI | IPLC: Iterative Pseudo Label Correction Guided by SAM for Source-Free Domain Adaptation in Medical Image Segmentation. | Guoning Zhang, Xiaoran Qi, Bo Yan, Guotai Wang |
| 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 | Abdominal Organs and Pan-Cancer Segmentation Based on Self-supervised Pre-training and Self-training. | He Li, Meng Han, 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 | Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. | Lanfeng Zhong, Xin Liao, Shaoting Zhang, Guotai Wang |
| 2023 | MICCAI | Brain Tumor Segmentation Based on Self-supervised Pre-training and Adaptive Region-Specific Loss. | Yubo Zhou, Lanfeng Zhong, Guotai 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 | AAAI | Semi-supervised Medical Image Segmentation through Dual-task Consistency. | Xiangde Luo, Jieneng Chen, Tao Song, Guotai Wang |
| 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 | 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 | Priori and Posteriori Attention for Generalizing Head and Neck Tumors Segmentation. | Jiangshan Lu, Wenhui Lei, Ran Gu, Guotai Wang |
| 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 | Comprehensive Importance-Based Selective Regularization for Continual Segmentation Across Multiple Sites. | Jingyang Zhang, Ran Gu, Guotai Wang, Lixu Gu |
| 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 |
| 2020 | MICCAI | Myocardial Edema and Scar Segmentation Using a Coarse-to-Fine Framework with Weighted Ensemble. | Shuwei Zhai, Ran Gu, Wenhui Lei, Guotai Wang |
| 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 | 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 | MICCAI | An Automated Localization, Segmentation and Reconstruction Framework for Fetal Brain MRI. | Michael Ebner, Guotai Wang, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Anna L. David, Jan Deprest, Sbastien Ourselin, Tom Vercauteren |
| 2018 | MICCAI | Automatic Brain Tumor Segmentation Using Convolutional Neural Networks with Test-Time Augmentation. | Guotai Wang, Wenqi Li, Sbastien Ourselin, Tom Vercauteren |
| 2017 | MICCAI | Automatic Brain Tumor Segmentation Using Cascaded Anisotropic Convolutional Neural Networks. | Guotai Wang, Wenqi Li, Sbastien Ourselin, Tom Vercauteren |
| 2016 | MICCAI | Dynamically Balanced Online Random Forests for Interactive Scribble-Based Segmentation. | Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, Sbastien Ourselin |
| 2015 | MICCAI | Slic-Seg: Slice-by-Slice Segmentation Propagation of the Placenta in Fetal MRI Using One-Plane Scribbles and Online Learning. | Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, Sbastien Ourselin |