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Kai Yu
Kai Yu
Verified email at pennmedicine.upenn.edu
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Year
Surrogate-assisted retinal OCT image classification based on convolutional neural networks
Y Rong, D Xiang, W Zhu, K Yu, F Shi, Z Fan, X Chen
IEEE journal of biomedical and health informatics 23 (1), 253-263, 2018
1062018
Semi-supervised capsule cGAN for speckle noise reduction in retinal OCT images
M Wang, W Zhu, K Yu, Z Chen, F Shi, Y Zhou, Y Ma, Y Peng, D Bao, ...
IEEE transactions on medical imaging 40 (4), 1168-1183, 2021
562021
Speckle noise reduction for OCT images based on image style transfer and conditional GAN
Y Zhou, K Yu, M Wang, Y Ma, Y Peng, Z Chen, W Zhu, F Shi, X Chen
IEEE Journal of Biomedical and Health Informatics 26 (1), 139-150, 2021
482021
MsTGANet: Automatic drusen segmentation from retinal OCT images
M Wang, W Zhu, F Shi, J Su, H Chen, K Yu, Y Zhou, Y Peng, Z Chen, ...
IEEE Transactions on Medical Imaging 41 (2), 394-406, 2021
452021
Automatic pediatric congenital heart disease classification based on heart sound signal
W Xu, K Yu, J Ye, H Li, J Chen, F Yin, J Xu, J Zhu, D Li, Q Shu
Artificial Intelligence in Medicine 126, 102257, 2022
412022
Automatic staging for retinopathy of prematurity with deep feature fusion and ordinal classification strategy
Y Peng, W Zhu, Z Chen, M Wang, L Geng, K Yu, Y Zhou, T Wang, D Xiang, ...
IEEE Transactions on Medical Imaging 40 (7), 1750-1762, 2021
412021
Exploring separable attention for multi-contrast MR image super-resolution
CM Feng, Y Yan, K Yu, Y Xu, H Fu, J Yang, L Shao
IEEE Transactions on Neural Networks and Learning Systems, 2024
292024
Diverse data augmentation with diffusions for effective test-time prompt tuning
CM Feng, K Yu*, Y Liu, S Khan, W Zuo
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
252023
Shared-hole graph search with adaptive constraints for 3D optic nerve head optical coherence tomography image segmentation
K Yu, F Shi, E Gao, W Zhu, H Chen, X Chen
Biomedical optics express 9 (3), 962-983, 2018
232018
OCTRexpert: a feature-based 3D registration method for retinal OCT images
L Pan, F Shi, D Xiang, K Yu, L Duan, J Zheng, X Chen
IEEE Transactions on Image Processing 29, 3885-3897, 2020
182020
Single-channel sparse non-negative blind source separation method for automatic 3-D delineation of lung tumor in PET images
I Kopriva, W Ju, B Zhang, F Shi, D Xiang, K Yu, X Wang, U Bagci, X Chen
IEEE journal of biomedical and health informatics 21 (6), 1656-1666, 2016
182016
A novel 3D graph cut based co-segmentation of lung tumor on PET-CT images with Gaussian mixture models
K Yu, X Chen, F Shi, W Zhu, B Zhang, D Xiang
Medical Imaging 2016: Image Processing 9784, 787-793, 2016
102016
Graph attention U-Net for retinal layer surface detection and choroid neovascularization segmentation in OCT images
Y Shen, J Li, W Zhu, K Yu, M Wang, Y Peng, Y Zhou, L Guan, X Chen
IEEE Transactions on Medical Imaging 42 (11), 3140-3154, 2023
92023
Self-guided optimization semi-supervised method for joint segmentation of macular hole and cystoid macular edema in retinal OCT images
M Wang, T Lin, Y Peng, W Zhu, Y Zhou, F Shi, K Yu, Q Meng, Y Liu, ...
IEEE Transactions on Biomedical Engineering 70 (7), 2013-2024, 2023
72023
Towards Instance-adaptive Inference for Federated Learning
CM Feng, K Yu*, N Liu, X Xu, S Khan, W Zuo
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
72023
Fully automated detection and quantification of multiple retinal lesions in OCT volumes based on deep learning and improved DRLSE
L Guan, K Yu, X Chen
Medical Imaging 2019: Image Processing 10949, 800-806, 2019
62019
OIPAV: an integrated software system for ophthalmic image processing, analysis, and visualization
L Zhang, D Xiang, C Jin, F Shi, K Yu, X Chen
Journal of Digital Imaging 32, 183-197, 2019
62019
Tiny-lesion segmentation in oct via multi-scale wavelet enhanced transformer
M Wang, K Yu, X Xu, Y Zhou, Y Peng, Y Xu, RSM Goh, Y Liu, H Fu
International Workshop on Ophthalmic Medical Image Analysis, 125-134, 2022
52022
Multi-strategy deep learning method for glaucoma screening on fundus image
M Wang, K Yu, W Zhu, F Shi, X Chen
Investigative Ophthalmology & Visual Science 60 (9), 6148-6148, 2019
52019
TrFedDis: Trusted Federated Disentangling Network for Non-IID Domain Feature
M Wang, K Yu, CM Feng, Y Qian, K Zou, L Wang, RSM Goh, X Xu, Y Liu, ...
arXiv preprint arXiv:2301.12798, 2023
32023
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