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Kai Ma
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A New Perspective to Boost Vision Transformer for Medical Image Classification


Jan 03, 2023
Yuexiang Li, Yawen Huang, Nanjun He, Kai Ma, Yefeng Zheng

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A Trustworthy Framework for Medical Image Analysis with Deep Learning


Dec 06, 2022
Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

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Seg4Reg+: Consistency Learning between Spine Segmentation and Cobb Angle Regression


Aug 26, 2022
Yi Lin, Luyan Liu, Kai Ma, Yefeng Zheng

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* Accepted by MICCAI 2021 
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Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography


Jul 19, 2022
Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong

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* Accepted to 39th International Conference on Machine Learning, Workshop on Healthcare AI and COVID-19 
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Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation


Jul 18, 2022
Xinyu Shi, Dong Wei, Yu Zhang, Donghuan Lu, Munan Ning, Jiashun Chen, Kai Ma, Yefeng Zheng

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* ECCV 2022 
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Learning Shape Priors by Pairwise Comparison for Robust Semantic Segmentation


Apr 23, 2022
Cong Xie, Hualuo Liu, Shilei Cao, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

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* IEEE ISBI 2021 
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DFTR: Depth-supervised Fusion Transformer for Salient Object Detection


Apr 11, 2022
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng

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* 15 pages, 5 figures, 4 tables 
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Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation


Mar 19, 2022
Cheng Bian, Chenglang Yuan, Kai Ma, Shuang Yu, Dong Wei, Yefeng Zheng

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* IEEE TMI 
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DFTR: Depth-supervised Hierarchical Feature Fusion Transformer for Salient Object Detection


Mar 12, 2022
Heqin Zhu, Xu Sun, Yuexiang Li, Kai Ma, S. Kevin Zhou, Yefeng Zheng

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* 9 pages, 4 figures, 4 tables 
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Conquering Data Variations in Resolution: A Slice-Aware Multi-Branch Decoder Network


Mar 07, 2022
Shuxin Wang, Shilei Cao, Zhizhong Chai, Dong Wei, Kai Ma, Liansheng Wang, Yefeng Zheng

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* Published by IEEE TMI 
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