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Tao Song
Tao Song
Fudan University, Shanghai AI Lab
Verified email at m.fudan.edu.cn
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Year
CA-Net: Comprehensive attention convolutional neural networks for explainable medical image segmentation
R Gu, G Wang, T Song, R Huang, M Aertsen, J Deprest, S Ourselin, ...
IEEE transactions on medical imaging 40 (2), 699-711, 2020
4592020
Semi-supervised medical image segmentation through dual-task consistency
X Luo, J Chen, T Song, Y Chen, G Wang, S Zhang
Proceedings of the AAAI Conference on Artificial Intelligence(2021), 2020
4242020
Efficient semi-supervised gross target volume of nasopharyngeal carcinoma segmentation via uncertainty rectified pyramid consistency
X Luo, W Liao, J Chen, T Song, Y Chen, S Zhang, N Chen, G Wang, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2021: 24th …, 2021
2002021
Semi-supervised medical image segmentation via cross teaching between cnn and transformer
X Luo, M Hu, T Song, G Wang, S Zhang
International conference on medical imaging with deep learning, 820-833, 2022
1692022
Semi-supervised medical image segmentation via uncertainty rectified pyramid consistency
X Luo, G Wang, W Liao, J Chen, T Song, Y Chen, S Zhang, DN Metaxas, ...
Medical Image Analysis 80, 102517, 2022
1452022
MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning
X Luo, G Wang, T Song, J Zhang, M Aertsen, J Deprest, S Ourselin, ...
Medical image analysis 72, 102102, 2021
852021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
X Luo, W Liao, J Xiao, J Chen, T Song, X Zhang, K Li, DN Metaxas, ...
arXiv preprint arXiv:2111.02403, 2021
842021
Scribble-supervised medical image segmentation via dual-branch network and dynamically mixed pseudo labels supervision
X Luo, M Hu, W Liao, S Zhai, T Song, G Wang, S Zhang
International Conference on Medical Image Computing and Computer-Assisted …, 2022
732022
Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks
G Wang, T Song, Q Dong, M Cui, N Huang, S Zhang
Medical Image Analysis 65, 101787, 2020
682020
SCPM-Net: An Anchor-free 3D Lung Nodule Detection Network using Sphere Representation and Center Points Matching
X Luo, T Song, G Wang, J Chen, Y Chen, K Li, DN Metaxas, S Zhang
Medical Image Analysis 2021, 2021
622021
SenseCare: A research platform for medical image informatics and interactive 3D visualization
Q Duan, G Wang, R Wang, C Fu, X Li, N Wang, Y Huang, X Huang, ...
arXiv preprint arXiv:2004.07031, 2020
372020
Contrastive semi-supervised learning for domain adaptive segmentation across similar anatomical structures
R Gu, J Zhang, G Wang, W Lei, T Song, X Zhang, K Li, S Zhang
IEEE Transactions on Medical Imaging 42 (1), 245-256, 2022
332022
CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans
T Song, J Chen, X Luo, Y Huang, X Liu, N Huang, Y Chen, Z Ye, H Sheng, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020, 550-559, 2020
332020
Fully Test-Time Adaptation for Image Segmentation
M Hu, T Song, Y Gu, X Luo, J Chen, Y Chen, Y Zhang, S Zhang
(MICCAI2021) International Conference on Medical Image Computing and …, 2021
302021
Integrated extractor, generator and segmentor for ischemic stroke lesion segmentation
T Song, N Huang
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
29*2019
Segmentation only uses sparse annotations: Unified weakly and semi-supervised learning in medical images
F Gao, M Hu, ME Zhong, S Feng, X Tian, X Meng, Z Huang, M Lv, T Song, ...
Medical Image Analysis 80, 102515, 2022
222022
Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: A large-scale and multi-center study
X Luo, W Liao, Y He, F Tang, M Wu, Y Shen, H Huang, T Song, K Li, ...
Radiotherapy and Oncology 180, 109480, 2023
202023
Inversion of rough surface parameters from SAR images using simulation-trained convolutional neural networks
T Song, L Kuang, L Han, Y Wang, QH Liu
IEEE Geoscience and Remote Sensing Letters 15 (7), 1130-1134, 2018
202018
Word: Revisiting organs segmentation in the whole abdominal region
X Luo, W Liao, J Xiao, T Song, X Zhang, K Li, G Wang, S Zhang
arXiv preprint arXiv:2111.02403 5, 16, 2021
142021
Cascaded global context convolutional neural network for brain tumor segmentation
D Guo, L Wang, T Song, G Wang
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
112020
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