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A microstructure estimation Transformer inspired by sparse representation for diffusion MRI



Tianshu Zheng , Cong Sun , Weihao Zheng , Wen Shi , Haotian Li , Yi Sun , Yi Zhang , Guangbin Wang , Chuyang Ye , Dan Wu


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CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation



Xinru Zhang , Chenghao Liu , Ni Ou , Xiangzhu Zeng , Xiaoliang Xiong , Yizhou Yu , Zhiwen Liu , Chuyang Ye

* accepted by MICCAI 2021 

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Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations



Zipei Zhao , Fengqian Pang , Zhiwen Liu , Chuyang Ye

* Accepted by MICCAI 2021 

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Knowledge Transfer for Few-shot Segmentation of Novel White Matter Tracts



Qi Lu , Chuyang Ye

* accepted by IPMI 2021 

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Segmentation-based Method combined with Dynamic Programming for Brain Midline Delineation



Shen Wang , Kongming Liang , Chengwei Pan , Chuyang Ye , Xiuli Li , Feng Liu , Yizhou Yu , Yizhou Wang


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Knowledge Transfer between Datasets for Learning-based Tissue Microstructure Estimation



Yu Qin , Yuxing Li , Zhiwen Liu , Chuyang Ye

* 4 pages, 2 figures 

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Semi-Supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model



Wenhui Cui , Yanlin Liu , Yuxing Li , Menghao Guo , Yiming Li , Xiuli Li , Tianle Wang , Xiangzhu Zeng , Chuyang Ye

* Accepted by Information Processing in Medical Imaging 2019 

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Learning-based Ensemble Average Propagator Estimation



Chuyang Ye

* Accepted by MICCAI 2017 

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Fiber Orientation Estimation Guided by a Deep Network



Chuyang Ye , Jerry L. Prince

* A shorter version is accepted by MICCAI 2017 

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