个人简介
2018/04-至今，北京理工大学，集成电路与电子学院，副教授
2016/11-2018/03，中国科学院自动化研究所，脑网络组研究中心，副研究员
2015/03-2016/11，中国科学院自动化研究所，脑网络组研究中心，助理研究员
2009/09-2014/12，Johns Hopkins University，Electrical and Computer Engineering，博士
2005/09-2009/07，北京大学，电子工程，学士
研究成果
作为主持人承担国家自然科学基金、北京市自然科学基金等3项课题，作为参与人参与国家自然科学基金1项课题，发表论文50余篇，其中以第一/通讯作者发表医学图像处理领域顶级期刊论文9篇、顶级会议11篇，获得专利2项
主持课题
北京市自然科学基金
基于多模态磁共振影像的脑组织结构分析方法研究（2019-2022）
北京市自然科学基金
基于弥散磁共振成像的脑组织微结构估计方法研究（2019-2021 ）
国家自然科学基金
基于扩散磁共振成像的概率纤维追踪算法研究（2017-2019 ）
荣获奖项
IEEE Transactions on Medical Imaging Distinguished Reviewer
近期论文
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Qi Lu; Yuxing Li; Chuyang Ye*; Volumetric white matter tract segmentation with nested self-supervised learning using sequential pretext tasks, Medical Image Analysis, 2021, 72: 102094. (期刊论文)
Yu Qin; Yuxing Li; Zhizheng Zhuo; Zhiwen Liu*; Yaou Liu*; Chuyang Ye*; Multimodal super-resolved q-space deep learning, Medical Image Analysis, 2021, 71: 102085. (期刊论文)
Chenghao Liu; Xiangzhu Zeng; Kongming Liang; Yizhou Yu; Chuyang Ye*; Improved Brain Lesion Segmentation with Anatomical Priors from Healthy Subjects, International Conference on Medical Image Computing and Computer-assisted Intervention, Strasbourg, France, 2021-9-27至2021-10-1. (会议论文)
Xinru Zhang#; Chenghao Liu#; Ni Ou; Xiangzhu Zeng; Xiaoliang Xiong; Yizhou Yu; Zhiwen Liu*; Chuyang Ye*; CarveMix: A Simple Data Augmentation Method for Brain Lesion Segmentation, International Conference on Medical Image Computing and Computer-assisted Intervention, Strasbourg, France, 2021-9-27至2021-10-1. (会议论文)
Zipei Zhao#; Fengqian Pang#; Zhiwen Liu*; Chuyang Ye*; Positive-unlabeled Learning for Cell Detection in Histopathology Images with Incomplete Annotations, International Conference on Medical Image Computing and Computer-assisted Intervention, Strasbourg, France, 2021-9-27至2021-10-1. (会议论文)
Qi Lu; Chuyang Ye*; Knowledge Transfer for Few-shot Segmentation of Novel White Matter Tracts, 27th International Conference on Information Processing in Medical Imaging, IPMI 2021, Renne Bornholm, Danmark, 2021-6-28至2021-6-30. (会议论文)
Yu Qin; Zhiwen Liu; Chenghao Liu; Yuxing Li; Xiangzhu Zeng; Chuyang Ye*; Super-Resolved q-space deep learning with uncertainty quantification, Medical Image Analysis, 2021, 67: 101885. (期刊论文)
Qi Lu; Yuxing Li; Chuyang Ye*; White Matter Tract Segmentation with Self-supervised Learning, International Conference on Medical Image Computing and Computer-assisted Intervention, Lima, Peru, 2020-10-4至2020-10-8. (会议论文)
Chuyang Ye*; Yuxing Li; Xiangzhu Zeng; An improved deep network for tissue microstructure estimation with uncertainty quantification, Medical Image Analysis, 2020, 61: 101650. (期刊论文)
Chuyang Ye; Xiuli Li; Jingnan Chen*; A deep network for tissue microstructure estimation using modified LSTM units, Medical Image Analysis, 2019, 55: 49-64. (期刊论文)
Chuyang Ye*; Yu Qin; Chenghao Liu; Yuxing Li; Xiangzhu Zeng; Zhiwen Liu; Super-Resolved q-Space Deep Learning, International Conference on Medical Image Computing and Computer-assisted Intervention, Shenzhen, China, 2019-10-13至2019-10-17. (会议论文)
Wenhui Cui; Yanlin Liu; Yuxing Li; Menghao Guo; Yiming Li; Xiuli Li; Tianle Wang; Xiangzhu Zeng; Chuyang Ye*; Semi-supervised Brain Lesion Segmentation with an Adapted Mean Teacher Model , 26th International Conference on Information Processing in Medical Imaging, IPMI 2019, Hong Kong, China, 2019-6-2至2019-6-7. (会议论文)
Chuyang Ye*; Jerry L. Prince; Dictionary-based fiber orientation estimation with improved spatial consistency, Medical Image Analysis, 2018, 44: 41-53. (期刊论文)
Chuyang Ye*; Tissue Microstructure Estimation Using a Deep Network Inspired by a Dictionary-based Framework, Medical Image Analysis, 2017, 42: 288-299. (期刊论文)
Chuyang Ye*; Jerry L. Prince; Fiber Orientation Estimation Guided by a Deep Network, International Conference on Medical Image Computing and Computer-assisted Intervention, Quebec City, Canada, 2017-9-10至2017-9-14. (会议论文)
Chuyang Ye*; Learning-Based Ensemble Average Propagator Estimation, International Conference on Medical Image Computing and Computer-assisted Intervention, Quebec City, Canada, 2017-9-10至2017-9-14. (会议论文)
Chuyang Ye*; Estimation of Tissue Microstructure Using a Deep Network Inspired by a Sparse Reconstruction Framework, 25th International Conference on Information Processing in Medical Imaging, IPMI 2017, Boone, NC, USA, 2017-6-25至2017-6-30. (会议论文)
Chuyang Ye*; Jerry L Prince; Probabilistic tractography using Lasso bootstrap, Medical Image Analysis, 2017, 35: 544-553. (期刊论文)
Chuyang Ye*; Fiber orientation estimation using nonlocal and local information, International Conference on Medical Image Computing and Computer-Assisted Intervention, Athens, Greece, 2016-10-17至2016-10-21. (会议论文)
Chuyang Ye*; Jiachen Zhuo; Rao P Gullapalli; Jerry L Prince; Estimation of fiber orientations using neighborhood information, Medical Image Analysis, 2016, 32: 243-256. (期刊论文)
Joshua V. Stough*; Jeffrey Glaister; Chuyang Ye; Sarah H. Ying; Jerry L. Prince; Aaron Carass; Automatic method for thalamus parcellation using multi-modal feature classification, International Conference on Medical Image Computing and Computer-assisted Intervention, Boston, USA, 2014-9-14至2014-9-18. (会议论文)
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