Liyan Sun

Few-shot medical image segmentation using a global correlation network with discriminative embedding

Liyan Sun, Chenxin Li, Xinghao Ding et al. · Computers in Biology and Medicine · 2021 · 139 citations

Few-shot Learning, Medical Image Segmentation, Image Analysis +15

Medical image enhancement algorithm based on wavelet transform

Yong Yang, Zhixun Su, Liyan Sun · Electronics Letters · 2010 · 138 citations

An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection

Liyan Sun, Jiexiang Wang, Yue Huang et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 133 citations

Medical Image Segmentation, Lesion Detection, Machine Learning +23

Unsupervised Underwater Image Restoration: From a Homology Perspective

Zhenqi Fu, Huangxing Lin, Yang Yan et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 115 citations · Full text

Homology Property, Engineering, Machine Learning +17

Compressed Sensing MRI Using a Recursive Dilated Network

Liyan Sun, Zhiwen Fan, Yue Huang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 77 citations · Full text

Image Reconstruction, Convolutional Neural Network, Engineering +20