Xiaochuan Ma, Jia Fu, Lanfeng Zhong, Ning Zhu, Guotai Wang*
SUGFW: A SAM-Based Uncertainty-Guided Feature Weighting Framework for Cold Start Active Learning
MICCAI 2025, pp. 579-588. link
Lanfeng Zhong, Xin Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang*
OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models
MICCAI 2025, pp. 481-490. link
Zihao Luo, Zijun Gao, Wenjun Liao, Shichuan Zhang, Guotai Wang*, Xiangde Luo*
Dynamic Gradient Sparsification Training for Few-Shot Fine-Tuning of CT Lymph Node Segmentation Foundation Model
MICCAI 2025, pp. 165-174. link
Boyi Xiao, Jianghao Wu, Lanfeng Zhong, Xiaoguang Zou, Yuanquan Wu, Guotai Wang*, Shaoting Zhang*
DGHFA: Dynamic Gradient and Hierarchical Feature Alignment for Robust Distillation of Medical VLMs
MICCAI 2025, pp. 141-151. link
Ning Zhu, Ping Ye, Lanfeng Zhong, Qiang Yue, Shaoting Zhang, Guotai Wang*
CSAL-3D: Cold-Start Active Learning for 3D Medical Image Segmentation via SSL-Driven Uncertainty-Reinforced Diversity Sampling
MICCAI 2025, pp. 120-130. link
Yubo Zhou, Jianghao Wu, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang*
TEGDA: Test-Time Evaluation-Guided Dynamic Adaptation for Medical Image Segmentation
MICCAI 2025, pp. 628-637. link
Jia Fu, He Li, Tao Lu, Shaoting Zhang, Guotai Wang*
UM-SAM: Unsupervised Medical Image Segmentation Using Knowledge Distillation from Segment Anything Model
MICCAI 2025, pp. 616-626. link
Xiaoran Qi, Guoning Zhang, Jianghao Wu, Shaoting Zhang, Xiaorong Hou*, Guotai Wang*
FDAS : Foundation Model Distillation and Anatomic Structure-Aware Multi-task Learning for Self-Supervised Medical Image Segmentation
MICCAI 2025, pp. 192-202. link
Jie Wei, Xiaohui Hu, Shaoting Zhang, Guotai Wang*
StyleGAN-Based Brain MRI Anomaly Detection via Latent Code Retrieval and Partial Swap
MICCAI 2025, pp. 568-578. link
Litingyu Wang, Ping Ye, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wan*
ReCo-I2P: An Incomplete Supervised Lymph Node Segmentation Framework Based on Orthogonal Partial-Instance Annotation
MICCAI 2025, pp. 507-517. link
Xianhao Zhou, Jianghao Wu, Huangxuan Zhao, Lei Chen, Shaoting Zhang, Guotai Wang*
GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT
SASHIMI@MICCAI 2025, pp. 13-21. link
Xiaochuan Ma, Jia Fu, Wenjun Liao, Shichuan Zhang, Guotai Wang*
CLISC: Bridging Clip and SAM by Enhanced CAM for Unsupervised Brain Tumor Segmentation
IEEE ISBI 2025. link
Xiangyu Sun, Xiaoguang Zou, Yuanquan Wu, Guotai Wang*, Shaoting Zhang
Fairness Analysis of Clip-Based Foundation Models for X-Ray Image Classification
IEEE ISBI 2025. link
Zihao Luo, Xiangde Luo, Zijun Gao, Guotai Wang*
An Uncertainty-guided Tiered Self-training Framework for Active Source-free Domain Adaptation in Prostate Segmentation
MICCAI 2024, pp. 107-117. link
Guoning Zhang, Xiaoran Qi, Bo Yan*, Guotai Wang*
IPLC: Iterative Pseudo Label Correction Guided by SAM for Source-Free Domain Adaptation in Medical Image Segmentation
MICCAI 2024, pp. 350-361. link
Xiangde Luo, Zihan Li, Shaoting Zhang, Wenjun Liao, Guotai Wang*
Rethinking Abdominal Organ Segmentation (RAOS) in the Clinical Scenario: A Robustness Evaluation Benchmark with Challenging Cases
MICCAI 2024, pp. 531-541. link
Xinya Liu, Jianghao Wu, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang*
RPL-SFDA: Reliable Pseudo Label-Guided Source-Free Cross-Modality Adaptation for NPC GTV Segmentation
IEEE ISBI 2024. link
Weiren Zhao, Lanfeng Zhong, Guotai Wang*
SEMI-CONTRANS: Semi-Supervised Medical Image Segmentation via Multi-Scale Feature Fusion and Cross Teaching of CNN and Transformer
IEEE ISBI 2024. link
Ping Ye, He Li, Shaoting Zhang, Guotai Wang*
Semi-Supervised Medical Image Segmentation via Multi-Group Network with Consistency Among Heterogeneous Loss Supervision
IEEE ISBI 2024. link
Yubo Zhou, Ran Gu, Shaoting Zhang, Guotai Wang*
Self-Supervised Pre-Training Based On Contrastive Complementary Masking for Semi-Supervised Cardiac Image Segmentation
IEEE ISBI 2024. link
Jianghao Wu, Ran Gu, Tao Lu, Shaoting Zhang, Guotai Wang*
UPL-TTA: Uncertainty-aware Pseudo Label Guided Fully Test Time Adaptation for Fetal Brain Segmentation
IPMI 2023, pp. 237-249. link
Lanfeng Zhong, Xin Liao, Shaoting Zhang, Guotai Wang*
Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions
Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang*
Scribble-based 3D Multiple Abdominal Organ Segmentation via Triple-branch Multi-dilated Network with Pixel- and Class-wise Consistency
Jia Fu, Tao Lu, Shaoting Zhang, Guotai Wang*
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation
Jie Wei, Guotai Wang*
Fine-grained Our-of-distribution Detection of Medical Images using Combination of Featue Uncertainty and Mahalanobis Distance
IEEE ISBI 2023. pdf
Baosheng Zou, Zongguang Zhou, Ying Han, Kang Li, Guotai Wang*
Multi-scale Convolution-Transformer Fusion Network for Endoscopic Image Segmentation
IEEE ISBI, 2023. pdf
Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang*, Shaoting Zhang
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision
Jianghao Wu, Ran Gu, Guiming Dong, Guotai Wang*, Shaoting Zhang
FPL-UDA: Filtered Pseudo Label-Based Unsupervised Cross-Modality Adaptation for Vestibular Schwannoma Segmentation
IEEE ISBI, 2022. link (Oral presentation)
Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang*, Shaoting Zhang
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer
MIDL 2022, pp. 1-14. link
Xiangde Luo, Wenjun Liao, Jienneg Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang*, Shaoting Zhang
Efficient Semi-Supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency
Wenhui Lei, Wei Xu, Ran Gu, Hao Fu, Shaoting Zhang, Shichuan Zhang, Guotai Wang*
Contrastive Learning of Relative Position Regression for One-Shot Object Localization in 3D Medical Images
Ran Gu, Jingyang Zhang, Rui Huang, Wenhui Lei, Guotai Wang*, Shaoting Zhang
Domain Composition and Attention for Unseen-Domain Generalizable Medical Image Segmentation
MICCAI 2021, pp 241-250. pdf
Jingyang Zhang, Ran Gu, Guotai Wang, Lixu Gu
Comprehensive Importance-based Selective Regularization for Continual Segmentation Across Multiple Sites
MICCAI 2021, pp 389-399. pdf
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang*, Shaoting Zhang
Semi-supervised Medical Image Segmentation through Dual-task Consistency
Qianfei Zhao, Huan Wang, Guotai Wang*
LCOV-NET: A Lightweight Neural Network For COVID-19 Pneumonia Lesion Segmentation From 3D CT Images
IEEE ISBI 2021, pp 42-45. link
Jingyang Zhang, Ran Gu, Guotai Wang*, Hongzhi Xie, Lixu Gu*
SS-CADA: A Semi-Supervised Cross-Anatomy Domain Adaptation for Coronary Artery Segmentation
IEEE ISBI 2021, pp 1227-1231. link
Xu Chen, Xiangde Luo, Guotai Wang*, Yalin Zheng*
Deep Elastica For Image Segmentation
IEEE ISBI 2021, pp 706-710, 2021. link
Haoyang Wu, Huan Wang, Hao He, Zixiao He, Guotai Wang*
A Novel Weakly Supervised Framework Based On Noisy-Label Learning For Medical Image Segmentation
IEEE ISBI 2021, pp 1768-1772, 2021. (第一作者吴昊洋为本科生) link
Yibo Gao, Huan Wang, Xinglong Liu, Ning Huang, Guotai Wang*, Shaoting Zhang
A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images
EMBC 2021 , pp 3075-3078. (第一作者高一博为本科生) link
Guotai Wang, Michael Aertsen, Jan Deprest, Sebastien Ourselin, Tom Vercauteren, Shaoting Zhang
Uncertainty-Guided Interactive Refinement of Fetal Brain Segmentation
Tao Song, Jieneng Chen, Xiangde Luo, Yechong Huang, Xinglong Liu, Ning Huang, Guotai Wang, Shaoting Zhang
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
MICCAI 2020, pp 550-559. link
Zuhao Liu, Huan Wang, Shaoting Zhang, Guotai Wang, Jin Qi
NAS-SCAM: Neural Architecture Search-based Spatial and Channel Joint Attention Module for Nuclei Semantic Segmentation and Classification
MICCAI 2020, pp 263-272. (第一作者刘祖浩为大二本科生) link
Zuhao Liu, Huan Wang, Wenhui Lei, Guotai Wang
CSAF-CNN: Cross-Layer Spatial Attention Map Fusion Network for Organ-at-Risk Segmentation in Head and Neck CT Images
IEEE ISBI 2020, pp 1522-1525. (第一作者刘祖浩为大二本科生) link
Shuwei Zhai, Ran Gu, Wenhui Lei, Guotai Wang
Myocardial Edema and Scar Segmentation Using a Coarse-to-Fine Framework with Weighted Ensemble
MICCAI MyoPS 2020, pp 49-59. (Champion of Myocardial Pathology Segmentation Combining Multi-Sequence CMR Challenge of MICCAI 2020), link, pdf, code
Guotai Wang, Jonathan Shapey, Wenqi Li, Reuben Dorent, Alex Demitriadis, Sotirios Bisdas, Ian Paddick, Robert Bradford, Shaoting Zhang, Sebastien Ourselin, Tom Vercauteren
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss
MICCAI 2019, pp 264-272. link
Huan Wang, Guotai Wang, Zhihan Xu, Wenhui Lei, Shaoting Zhang
High-and Low-Level Feature Enhancement for Medical Image Segmentation
MICCAI MIML workshop 2019, pp. 611-619. link
Huan Wang, Guotai Wang, Ze Sheng, Shaoting Zhang
Automated Segmentation of Skin Lesion Based on Pyramid Attention Network
MICCAI MIML workshop 2019, pp. 435-443. link
Wenhui Lei, Huan Wang, Ran Gu, Shichuan Zhang, Shaoting Zhang, Guotai Wang
DeepIGeoS-V2: Deep Interactive Segmentation of Multiple Organs from Head and Neck Images with Lightweight CNNs
LABELS/HAL-MICCAI/CuRIOUS@MICCAI 2019, pp. 61-69. link
Michael Ebner1*, Guotai Wang1*, Wenqi Li, Michael Aertsen, Premal A. Patel, Rosalind Aughwane, Andrew Melbourne, Tom Doel, Anna L David, Jan Deprest, Sébastien Ourselin, Tom Vercauteren
An automated localization, segmentation and reconstruction framework for fetal brain MRI
Guotai Wang, Wenqi Li, Sébastien Ourselin, and Tom Vercauteren
Automatic brain tumor segmentation using convolutional neural networks with test-time augmentation
MICCAI Brainlesion Workshop 2018, pp. 61-72. link
Guotai Wang, Wenqi Li, Sébastien Ourselin, and Tom Vercauteren
Automatic brain tumor segmentation using cascaded anisotropic convolutional neural networks
MICCAI Brainlesion Workshop 2017, pp. 178-190. (2nd palce of BraTS challenge 2017, code, arxiv, link)
Wenqi Li, Guotai Wang, Lucas Fidon, Sebastien Ourselin, M. Jorge Cardoso, and Tom Vercauteren
On the compactness, efficiency, and representation of 3D convolutional networks: brain parcellation as a pretext task
IPMI 2017, pp. 348-360. link
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Tom Doel, Maria Klusmann, Anna L. David, Jan Deprest, Tom Vercauteren, and Sébastien Ourselin
Dynamically balanced online random forests for interactive scribble-based segmentation
MICCAI 2016 pp. 352-360. link
Guotai Wang, Maria A. Zuluaga, Rosalind Pratt, Michael Aertsen, Anna L. David, Jan Deprest, Tom Vercauteren, and Sebastien Ourselin
Slic-Seg: slice-by-slice segmentation propagation of the placenta in fetal MRI using one-plane scribbles and online learning
MICCAI 2015, pp. 29-37. link
Guotai Wang, Shaoting Zhang, and Lixu Gu
Scalable sparse shape composition and its application to liver surgical planning
IEEE ISBI 2014, pp. 377-380. link
Guotai Wang, Shaoting Zhang, Feng Li, and Lixu Gu
Segmentation using Sparse Shape Composition and minimally supervised method in liver surgery planning system
EMBC 2013, pp. 6075-6078. link