Qiaoqiao Ding ( 丁乔乔 ) - 上海交通大学

个人简介

Brief Introduction Qiaoqiao Ding was the postdoc of National University of Singapore under the supervision of Prof. Hui Ji. She obtained her Ph.D degree from Shanghai Jiao Tong University in 2018 titled with “Mathematical Modeling and Algorithms for Medical Image Reconstruction”.

研究领域

Machine learning and medical imaging Responsible for the implementation of projects established by the Shanghai Center for Applied Mathematics (SHCAM) and the company Publish and propaganda the achievements of SHCAM;

近期论文

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Qiaoqiao Ding, Hui Ji, Hao Gao and Xiaoqun Zhang. Learnable multi-scale Fourier interpolation for sparse view CT image reconstruction. 24th International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), Oct., 2021. Qiaoqiao Ding, Yuesong Nan, Hao Gao, Hui Ji. Deep Learning with Adaptive Hyper-Parameters for Low-Dose CT Image Reconstruction. IEEE Transactions on Computational Imaging, 2021, 7: 648-660. Gaoyu Chen, Xiang Hong, Qiaoqiao Ding, et.al. AirNet: Fused analytical and iterative reconstruction with deep neural network regularization for sparse-data CT. Med Phys. 2020 Jul; 47(7):2916-2930. Qiaoqiao Ding, Gaoyu Chen, Xiaoqun Zhang, Qiu Huang, Hui Ji, Hao Gao. Low-dose CT with deep learning regularization via proximal forward backward splitting. Physics in Medicine & Biology, 65(12), 125009, Jun., 2020 Qiaoqiao Ding, Tianye Niu, Xiaoqun Zhang, Yong Long. Image-domain multi-material decomposition for dual-energy CT based on prior information of material images. Medical Physics , Volume45, Issue 8. August 2018, Pages 3614-3626. Qiaoqiao Ding, Martin Burger, Xiaoqun Zhang. Dynamic SPECT reconstruction with temporal edge correlation. Inverse Problems. November vol 34, No. 1, 2017. Qiaoqiao Ding, Tianye Niu, Xiaoqun Zhang and Yong Long, Image-domain multi-material decomposition for dual-energy CT via total nuclear norm and L0 norm , FULLY3D 2017 Conference Proceedings. Qiaoqiao Ding, Yong Long, Xiaoqun Zhang and Jeffrey A. Fessler Modeling Mixed Poisson-Gaussian Noise in Statistical Image Reconstruction for X-Ray CT. The 4th International Conference on Image Formation in X-Ray Computed Tomography Conference Proceedings, 2016. Qiaoqiao Ding, Yunlong Zan, Qiu Huang, Xiaoqun Zhang. Dynamic SPECT reconstruction from few projections: a sparsity enforced matrix factorization approach. Inverse problems, vol 31, No. 2, 025004, 2015. (Insight paper )