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Residual Channel Attention Network for Brain Glioma Segmentation



Yiming Yao , Peisheng Qian , Ziyuan Zhao , Zeng Zeng

* Accepted by the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2022) 

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Deep Feature Fusion via Graph Convolutional Network for Intracranial Artery Labeling



Yaxin Zhu , Peisheng Qian , Ziyuan Zhao , Zeng Zeng

* Accepted by the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2022) 

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Object-Aware Self-supervised Multi-Label Learning



Xu Kaixin , Liu Liyang , Zhao Ziyuan , Zeng Zeng , Bharadwaj Veeravalli


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Self-supervised Assisted Active Learning for Skin Lesion Segmentation



Ziyuan Zhao , Wenjing Lu , Zeng Zeng , Kaixin Xu , Bharadwaj Veeravalli , Cuntai Guan

* Accepted by the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2022) 

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Adaptive Mean-Residue Loss for Robust Facial Age Estimation



Ziyuan Zhao , Peisheng Qian , Yubo Hou , Zeng Zeng

* Accepted by IEEE International Conference on Multimedia and Expo (ICME 2022) 

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MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels



Ziyuan Zhao , Kaixin Xu , Shumeng Li , Zeng Zeng , Cuntai Guan

* Medical Image Computing and Computer Assisted Intervention, MICCAI 2021. Lecture Notes in Computer Science, vol 12901. Springer, Cham 
* Accept by MICCAI 2021, code at: https://github.com/jacobzhaoziyuan/MT-UDA 

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Two Eyes Are Better Than One: Exploiting Binocular Correlation for Diabetic Retinopathy Severity Grading



Peisheng Qian , Ziyuan Zhao , Cong Chen , Zeng Zeng , Xiaoli Li

* Accepted in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021 

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Multi-Slice Dense-Sparse Learning for Efficient Liver and Tumor Segmentation



Ziyuan Zhao , Zeyu Ma , Yanjie Liu , Zeng Zeng , Pierce KH Chow

* Accepted in 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, IEEE EMBC 2021 

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Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation



Shumeng Li , Ziyuan Zhao , Kaixin Xu , Zeng Zeng , Cuntai Guan

* Submitted to EMBC 2021 

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An Automated Machine Learning (AutoML) Method for Driving Distraction Detection Based on Lane-Keeping Performance



Chen Chai , Juanwu Lu , Xuan Jiang , Xiupeng Shi , Zeng Zeng


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