Danyang Li

发表

Noise Characteristics Modeled Unsupervised Network for Robust CT Image Reconstruction

Jianhua Ma, Ji He, Dong Zeng, 2022, IEEE Transactions on Medical Imaging.

Combined global and local information for blind CT image quality assessment via deep learning

Jianhua Ma, Sui Li, Danyang Li, 2020, Medical Imaging.

Blind CT Image Quality Assessment via Deep Learning Framework

Sui Li, Danyang Li, Manman Zhu, 2019, 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC).

Non-local texture learning approach for CT imaging problems using convolutional neural network

Jianhua Ma, Sui Li, Lisha Yao, 2020 .

Semi-supervised learned sinogram restoration network for low-dose CT image reconstruction

Mingqiang Meng, Sui Li, Lisha Yao, 2020 .

Progressive transfer learning strategy for low-dose CT image reconstruction with limited annotated data

Jianhua Ma, Mingqiang Meng, Sui Li, 2020 .

Unsupervised data fidelity enhancement network for spectral CT reconstruction

Jianhua Ma, Sui Li, Danyang Li, 2020 .

Deep neural networks for low-dose CT image reconstruction via cooperative meta-learning strategy

Jianhua Ma, Sui Li, Danyang Li, 2020 .

Semi-supervised noise distribution learning for low-dose CT restoration

Jianhua Ma, Mingqiang Meng, Sui Li, 2020 .

Teacher-student Network for CT Image Reconstruction via Meta-learning Strategy

Sui Li, Danyang Li, Manman Zhu, 2019, 2019 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC).

Noise-Generating-Mechanism-Driven Unsupervised Learning for Low-Dose CT Sinogram Recovery

Sui Li, Danyang Li, Dong Zeng, 2022, IEEE Transactions on Radiation and Plasma Medical Sciences.

Structure-preserved meta-learning uniting network for improving low-dose CT quality

Jianhua Ma, Yongbo Wang, Z. Bian, 2022, Physics in medicine and biology.

Semi-centralized federated learning network for low-dose CT imaging

Jianhua Ma, Jingyi Liao, Cuidie Zeng, 2023, Medical Imaging.

Self-attention network for weak-supervised learning multi-material decomposition in dual energy CT

Jianhua Ma, Yongbo Wang, Z. Bian, 2023, Medical Imaging.

Adaptive semi-supervised learning material estimation network in dual-energy CT

Jianhua Ma, Yongbo Wang, Z. Bian, 2023, Medical Imaging.

MDM-PCCT: Multiple Dynamic Modulations for High-Performance Spectral PCCT Imaging

Sui Li, Dong Zeng, Yongshuai Ge, 2020, IEEE Transactions on Medical Imaging.

Deep learning-based all-in-one combined visualization strategy for disease screening in CT imaging

Jianhua Ma, Yongbo Wang, Z. Bian, 2023, Medical Imaging.

Noise-conscious explicit weighting network for robust low-dose CT imaging

Jianhua Ma, Jing Huang, Z. Bian, 2023, Medical Imaging.

Robust multi-institution low-dose CT imaging with semi-supervised federated learning network

Jianhua Ma, Jingyi Liao, Cuidie Zeng, 2023, Medical Imaging.

Learning non-local perfusion textures for high-quality computed tomography perfusion imaging

Jianhua Ma, Jing Huang, Z. Bian, 2021, Physics in medicine and biology.