Yan Hu
Yan Hu
Research Associate Professor, Southern University of Science and Technology
Verified email at
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Structure and illumination constrained GAN for medical image enhancement
Y Ma, J Liu, Y Liu, H Fu, Y Hu, J Cheng, H Qi, Y Wu, J Zhang, Y Zhao
IEEE Transactions on Medical Imaging 40 (12), 3955-3967, 2021
Machine learning for cataract classification/grading on ophthalmic imaging modalities: a survey
XQ Zhang, Y Hu, ZJ Xiao, JS Fang, R Higashita, J Liu
Machine Intelligence Research 19 (3), 184-208, 2022
Automatic segmentation and visualization of choroid in OCT with knowledge infused deep learning
H Zhang, J Yang, K Zhou, F Li, Y Hu, Y Zhao, C Zheng, X Zhang, J Liu
IEEE Journal of Biomedical and Health Informatics 24 (12), 3408-3420, 2020
An annotation-free restoration network for cataractous fundus images
H Li, H Liu, Y Hu, H Fu, Y Zhao, H Miao, J Liu
IEEE Transactions on Medical Imaging 41 (7), 1699-1710, 2022
A novel deep learning method for nuclear cataract classification based on anterior segment optical coherence tomography images
X Zhang, Z Xiao, R Higashita, W Chen, J Yuan, J Fang, Y Hu, J Liu
2020 IEEE international conference on systems, man, and cybernetics (SMC …, 2020
Attention to region: Region-based integration-and-recalibration networks for nuclear cataract classification using AS-OCT images
X Zhang, Z Xiao, H Fu, Y Hu, J Yuan, Y Xu, R Higashita, J Liu
Medical Image Analysis 80, 102499, 2022
Flexible laser endoscope for minimally invasive photodynamic diagnosis (PDD) and therapy (PDT) toward efficient tumor removal
Y Hu, K Masamune
Optics Express 25 (14), 16795-16812, 2017
Structure-consistent restoration network for cataract fundus image enhancement
H Li, H Liu, H Fu, H Shu, Y Zhao, X Luo, Y Hu, J Liu
International Conference on Medical Image Computing and Computer-Assisted …, 2022
High signal-to-noise ratio reconstruction of low bit-depth optical coherence tomography using deep learning
Q Hao, K Zhou, J Yang, Y Hu, Z Chai, Y Ma, G Liu, Y Zhao, S Gao, J Liu
Journal of biomedical optics 25 (12), 123702-123702, 2020
Adaptive feature squeeze network for nuclear cataract classification in AS-OCT image
X Zhang, Z Xiao, R Higashita, Y Hu, W Chen, J Yuan, J Liu
Journal of Biomedical Informatics 128, 104037, 2022
Learnable ophthalmology sam
Z Qiu, Y Hu, H Li, J Liu
arXiv preprint arXiv:2304.13425, 2023
Restoration of cataract fundus images via unsupervised domain adaptation
H Li, H Liu, Y Hu, R Higashita, Y Zhao, H Qi, J Liu
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 516-520, 2021
Attention-based saliency hashing for ophthalmic image retrieval
J Fang, Y Xu, X Zhang, Y Hu, J Liu
2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020
Speckle reduction of OCT via super resolution reconstruction and its application on retinal layer segmentation
Q Yan, B Chen, Y Hu, J Cheng, Y Gong, J Yang, J Liu, Y Zhao
Artificial intelligence in medicine 106, 101871, 2020
Improved clearing of lipid droplet-rich tissues for three-dimensional structural elucidation
M Lai, X Li, J Li, Y Hu, DM Czajkowsky, Z Shao
Acta Biochimica et Biophysica Sinica 49 (5), 465-467, 2017
Multi-scale u-net with edge guidance for multimodal retinal image deformable registration
Y Tian, Y Hu, Y Ma, H Hao, L Mou, J Yang, Y Zhao, J Liu
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
Universal digital filtering for denoising volumetric retinal OCT and OCT angiography in 3D shearlet domain
J Yang, Y Hu, L Fang, J Cheng, J Liu
Optics Letters 45 (3), 694-697, 2020
3D vessel reconstruction in OCT-angiography via depth map estimation
S Yu, J Xie, J Hao, Y Zheng, J Zhang, Y Hu, J Liu, Y Zhao
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1609-1613, 2021
Gated channel attention network for cataract classification on AS-OCT image
Z Xiao, X Zhang, R Higashita, Y Hu, J Yuan, W Chen, J Liu
Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021
Ct scan synthesis for promoting computer-aided diagnosis capacity of covid-19
H Li, Y Hu, S Li, W Lin, P Liu, R Higashita, J Liu
Intelligent Computing Theories and Application: 16th International …, 2020
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