百晓学者学者目录

邹娟

博导，长沙理工大学

精选作品

期刊论文

2026

Tensor‐decomposition regularized learning for fast and high‐fidelity multi‐parametric microstructural MR imaging

Wenxin Fan, Jian Cheng, Qiyuan Tian, Rongjie Wu, Juan Zou, Weixin Si, Zan Chen, Shanshan Wang

Medical Physics

DOI

2025

Spherical Harmonics Representation Learning for High-Fidelity and Generalizable Super-Resolution in Diffusion MRI

Ruoyou Wu, Jian Cheng, Cheng Li, Juan Zou, Wenxin Fan, Xinrui Ma, Hua Guo, Yong Liang, Shanshan Wang

IEEE Transactions on Biomedical Engineering

DOI

2025

AID-DTI: Accelerating High-Fidelity Diffusion Tensor Imaging with Detail-Preserving Model-Based Deep Learning

Wenxin Fan, Jian Cheng, Cheng Li, Jing Yang, Ruoyou Wu, Juan Zou, Shanshan Wang

Lecture notes in computer science

DOI

2024

CSR-dMRI: Continuous Super-Resolution of Diffusion MRI with Anatomical Structure-Assisted Implicit Neural Representation Learning

Ruoyou Wu, Jian Cheng, Cheng Li, Juan Zou, Jing Hong Yang, Wenxin Fan, Yong Liang, Shanshan Wang

Lecture notes in computer science

DOI

2024

Model-based federated learning for accurate MR image reconstruction from undersampled k-space data

Ruoyou Wu, Cheng Li, Juan Zou, Yong Liang, Shanshan Wang

Computers in Biology and Medicine

DOI

2024

Generalizable Reconstruction for Accelerating MR Imaging via Federated Learning With Neural Architecture Search

Ruoyou Wu, Cheng Li, Juan Zou, Xinfeng Liu, Hairong Zheng, Shanshan Wang

IEEE Transactions on Medical Imaging

DOI

2020

MR brain image segmentation using elite kinetic-molecular theory optimisation algorithm

Chao-Dong Fan, Ningjun Zheng, Juan Zou, Leyi Xiao

International Journal of Automation and Control

DOI

2018

基于神经网络集成模型的宫颈细胞病理计算机辅助诊断方法

廖欣，郑欣，邹娟，冯敏，孙亮，杨帆

《液晶与显示》

2018

基于深度卷积神经网络的宫颈细胞病理智能辅助诊断方法

廖欣，郑欣，邹娟，冯敏，孙亮，杨开选

《液晶与显示》

研究方向

医学影像人工智能隐私保护的分布式医学影像智能计算智能材料表征与数据驱动材料科学

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