Tao Song

30 papers A* 1Journal 22Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
CodeBrain: Impute Any Brain MRI via Instance-specific Scalar-quantized Codes.
CoRR
Yicheng Wu, Tao Song, Zhonghua Wu, Zongyuan Ge, Zhaolin Chen, Jianfei Cai
2025 — conf
FilterDiff: Noise-Free Frequency-Domain Diffusion Models for Accelerated MRI Reconstruction.
MICCAI (16)
Tao Song, Fang Nie, Yi Guo, Feng Xu, Shaoting Zhang
2024 J jnl
Cross Group Attention and Group-wise Rolling for Multimodal Medical Image Synthesis.
CoRR
Tao Song, Yicheng Wu, Minhao Hu, Xiangde Luo, Linda Wei, Guotai Wang, Yi Guo, Feng Xu, Shaoting Zhang
2024 J jnl
Cycle-Consistent Bridge Diffusion Model for Accelerated MRI Reconstruction.
CoRR
Tao Song, Yicheng Wu, Minhao Hu, Xiangde Luo, Guoting Luo, Guotai Wang, Yi Guo, Feng Xu, Shaoting Zhang
2024 J jnl
DMSPS: Dynamically mixed soft pseudo-label supervision for scribble-supervised medical image segmentation.
Medical Image Anal.
Meng Han, Xiangde Luo, Xiangjiang Xie, Wenjun Liao, Shichuan Zhang, Tao Song, Guotai Wang, Shaoting Zhang
2023 J jnl
Contrastive Semi-Supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
IEEE Trans. Medical Imaging
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
2022 J jnl
Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures.
CoRR
Ran Gu, Jingyang Zhang, Guotai Wang, Wenhui Lei, Tao Song, Xiaofan Zhang, Kang Li, Shaoting Zhang
2022 J jnl
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching.
Medical Image Anal.
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2022 — conf
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision.
MICCAI (1)
Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang
2022 J jnl
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision.
CoRR
Xiangde Luo, Minhao Hu, Wenjun Liao, Shuwei Zhai, Tao Song, Guotai Wang, Shaoting Zhang
2022 J jnl
Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images.
Medical Image Anal.
Feng Gao, Minhao Hu, Min-Er Zhong, Shixiang Feng, Xuwei Tian, Xiaochun Meng, Ma-yi-di-li Ni-jia-ti, Zeping Huang, Minyi Lv, Tao Song, Xiaofan Zhang, Xiaoguang Zou, Xiaojian Wu
2022 — conf
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer.
MIDL
Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang
2022 J jnl
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency.
Medical Image Anal.
Xiangde Luo, Guotai Wang, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Dimitris N. Metaxas, Shaoting Zhang
2022 J jnl
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image.
Medical Image Anal.
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Jieneng Chen, Tao Song, Xiaofan Zhang, Kang Li, Dimitris N. Metaxas, Guotai Wang, Shaoting Zhang
2021 J jnl
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
IEEE Trans. Medical Imaging
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
2021 — conf
Efficient Semi-supervised Gross Target Volume of Nasopharyngeal Carcinoma Segmentation via Uncertainty Rectified Pyramid Consistency.
MICCAI (2)
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Shichuan Zhang, Nianyong Chen, Guotai Wang, Shaoting Zhang
2021 — conf
Fully Test-Time Adaptation for Image Segmentation.
MICCAI (3)
Minhao Hu, Tao Song, Yujun Gu, Xiangde Luo, Jieneng Chen, Yinan Chen, Ya Zhang, Shaoting Zhang
2021 J jnl
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning.
CoRR
Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
2021 J jnl
MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning.
Medical Image Anal.
Xiangde Luo, Guotai Wang, Tao Song, Jingyang Zhang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
2021 J jnl
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching.
CoRR
Xiangde Luo, Tao Song, Guotai Wang, Jieneng Chen, Yinan Chen, Kang Li, Dimitris N. Metaxas, Shaoting Zhang
2021 J jnl
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer.
CoRR
Xiangde Luo, Minhao Hu, Tao Song, Guotai Wang, Shaoting Zhang
2021 A* conf
Semi-supervised Medical Image Segmentation through Dual-task Consistency.
AAAI
Xiangde Luo, Jieneng Chen, Tao Song, Guotai Wang
2021 J jnl
WORD: Revisiting Organs Segmentation in the Whole Abdominal Region.
CoRR
Xiangde Luo, Wenjun Liao, Jianghong Xiao, Tao Song, Xiaofan Zhang, Kang Li, Guotai Wang, Shaoting Zhang
2020 J jnl
Automatic Ischemic Stroke Lesion Segmentation from Computed Tomography Perfusion Images by Image Synthesis and Attention-Based Deep Neural Networks.
CoRR
Guotai Wang, Tao Song, Qiang Dong, Mei Cui, Ning Huang, Shaoting Zhang
2020 J jnl
Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks.
Medical Image Anal.
Guotai Wang, Tao Song, Qiang Dong, Mei Cui, Ning Huang, Shaoting Zhang
2020 J jnl
CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation.
CoRR
Ran Gu, Guotai Wang, Tao Song, Rui Huang, Michael Aertsen, Jan Deprest, Sébastien Ourselin, Tom Vercauteren, Shaoting Zhang
2020 — conf
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans.
MICCAI (6)
Tao Song, Jieneng Chen, Xiangde Luo, Yechong Huang, Xinglong Liu, Ning Huang, Yinan Chen, Zhaoxiang Ye, Huaqiang Sheng, Shaoting Zhang, Guotai Wang
2020 J jnl
Semi-supervised Medical Image Segmentation through Dual-task Consistency.
CoRR
Xiangde Luo, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang
2020 J jnl
Semi-supervised Segmentation via Uncertainty Rectified Pyramid Consistency and Its Application to Gross Target Volume of Nasopharyngeal Carcinoma.
CoRR
Xiangde Luo, Wenjun Liao, Jieneng Chen, Tao Song, Yinan Chen, Guotai Wang, Shaoting Zhang
2019 — conf
Cascaded Global Context Convolutional Neural Network for Brain Tumor Segmentation.
BrainLes@MICCAI (1)
Dong Guo, Lu Wang, Tao Song, Guotai Wang