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Yalin Zheng
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Year
Convolutional neural networks for diabetic retinopathy
H Pratt, F Coenen, DM Broadbent, SP Harding, Y Zheng
Procedia computer science 90, 200-205, 2016
9052016
Automated vessel segmentation using infinite perimeter active contour model with hybrid region information with application to retinal images
Y Zhao, L Rada, K Chen, SP Harding, Y Zheng
IEEE transactions on medical imaging 34 (9), 1797-1807, 2015
4322015
Learning active contour models for medical image segmentation
X Chen, BM Williams, SR Vallabhaneni, G Czanner, R Williams, Y Zheng
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
3032019
CS-Net: Channel and spatial attention network for curvilinear structure segmentation
L Mou, Y Zhao, L Chen, J Cheng, Z Gu, H Hao, H Qi, Y Zheng, A Frangi, ...
Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019
2072019
CS2-Net: Deep learning segmentation of curvilinear structures in medical imaging
L Mou, Y Zhao, H Fu, Y Liu, J Cheng, Y Zheng, P Su, J Yang, L Chen, ...
Medical image analysis 67, 101874, 2021
2052021
ROSE: a retinal OCT-angiography vessel segmentation dataset and new model
Y Ma, H Hao, J Xie, H Fu, J Zhang, J Yang, Z Wang, J Liu, Y Zheng, ...
IEEE transactions on medical imaging 40 (3), 928-939, 2020
1982020
Dense fully convolutional segmentation of the optic disc and cup in colour fundus for glaucoma diagnosis
B Al-Bander, BM Williams, W Al-Nuaimy, MA Al-Taee, H Pratt, Y Zheng
Symmetry 10 (4), 87, 2018
1902018
FCNN: Fourier convolutional neural networks
H Pratt, B Williams, F Coenen, Y Zheng
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017
1342017
DTFD-MIL: Double-tier feature distillation multiple instance learning for histopathology whole slide image classification
H Zhang, Y Meng, Y Zhao, Y Qiao, X Yang, SE Coupland, Y Zheng
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1332022
Retinal vessel segmentation: an efficient graph cut approach with Retinex and local phase
Y Zhao, Y Liu, X Wu, Y Harding, Simon and Zheng
PLOS One 10, e0122332, 2015
1282015
Multiscale sequential convolutional neural networks for simultaneous detection of fovea and optic disc
B Al-Bander, W Al-Nuaimy, BM Williams, Y Zheng
Biomedical Signal Processing and Control 40, 91-101, 2018
1262018
Automatic 2-D/3-D vessel enhancement in multiple modality images using a weighted symmetry filter
Y Zhao, Y Zheng, Y Liu, Y Zhao, L Luo, S Yang, T Na, Y Wang, J Liu
IEEE transactions on medical imaging 37 (2), 438-450, 2017
1142017
An artificial intelligence-based deep learning algorithm for the diagnosis of diabetic neuropathy using corneal confocal microscopy: a development and validation study
BM Williams, D Borroni, R Liu, Y Zhao, J Zhang, J Lim, B Ma, V Romano, ...
Diabetologia 63, 419-430, 2020
1132020
Automated “disease/no disease” grading of age-related macular degeneration by an image mining approach
Y Zheng, MHA Hijazi, F Coenen
Investigative ophthalmology & visual science 53 (13), 8310-8318, 2012
1102012
Automated glaucoma diagnosis using deep learning approach
B Al-Bander, W Al-Nuaimy, MA Al-Taee, Y Zheng
2017 14th International Multi-Conference on Systems, Signals & Devices (SSD …, 2017
1082017
Automated segmentation of foveal avascular zone in fundus fluorescein angiography
Y Zheng, JS Gandhi, AN Stangos, C Campa, DM Broadbent, SP Harding
Investigative ophthalmology & visual science 51 (7), 3653-3659, 2010
982010
Measurement of the intertablet coating uniformity of a pharmaceutical pan coating process with combined terahertz and optical coherence tomography in-line sensing
H Lin, Y Dong, D Markl, BM Williams, Y Zheng, Y Shen, JA Zeitler
Journal of Pharmaceutical Sciences 106 (4), 1075-1084, 2017
872017
Automated segmentation of lumbar vertebrae in digital videofluoroscopic images
Y Zheng, MS Nixon, R Allen
IEEE Transactions on Medical Imaging 23 (1), 45-52, 2004
862004
Intensity and compactness enabled saliency estimation for leakage detection in diabetic and malarial retinopathy
Y Zhao, Y Zheng, Y Liu, J Yang, Y Zhao, D Chen, Y Wang
IEEE transactions on medical imaging 36 (1), 51-63, 2016
802016
Imaging and evaluation of corneal vascularization using fluorescein and indocyanine green angiography
DR Anijeet, Y Zheng, A Tey, M Hodson, H Sueke, SB Kaye
Investigative ophthalmology & visual science 53 (2), 650-658, 2012
752012
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