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Jiong Zhang
Jiong Zhang
Laboratory of Neuro Imaging (LONI), Keck School of Medicine, University of Southern California
Verified email at nimte.ac.cn - Homepage
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Year
Robust retinal vessel segmentation via locally adaptive derivative frames in orientation scores
J Zhang, B Dashtbozorg, E Bekkers, JPW Pluim, R Duits, ...
IEEE transactions on medical imaging 35 (12), 2631-2644, 2016
3932016
ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model
Y Ma, H Hao, H Fu, J Zhang, J Yang, J Liu, Y Zheng, Y Zhao
IEEE Transactions on Medical Imaging, 2020
2292020
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
1242020
Retinal vessel delineation using a brain-inspired wavelet transform and random forest
J Zhang, Y Chen, E Bekkers, M Wang, B Dashtbozorg, ...
Pattern Recognition 69, 107-123, 2017
1232017
Retinal microaneurysms detection using local convergence index features
B Dashtbozorg, J Zhang, F Huang, BM ter Haar Romeny
IEEE Transactions on Image Processing 27 (7), 3300-3315, 2018
1192018
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
962021
Reliability of using retinal vascular fractal dimension as a biomarker in the diabetic retinopathy detection
F Huang, B Dashtbozorg, J Zhang, E Bekkers, S Abbasi-Sureshjani, ...
Journal of ophthalmology 2016 (1), 6259047, 2016
812016
Past, present and future role of retinal imaging in neurodegenerative disease
AH Kashani, S Asanad, J Chen, M Singer, J Zhang, M Sharifi, M Khansari, ...
Progress in Retinal and Eye Research, 100938, 2021
782021
Biologically-inspired supervised vasculature segmentation in SLO retinal fundus images
S Abbasi-Sureshjani, I Smit-Ockeloen, J Zhang, B Ter Haar Romeny
Image Analysis and Recognition: 12th International Conference, ICIAR 2015 …, 2015
702015
3D shape modeling and analysis of retinal microvasculature in OCT-angiography images
J Zhang, Y Qiao, MS Sarabi, MM Khansari, JK Gahm, AH Kashani, Y Shi
IEEE transactions on medical imaging 39 (5), 1335-1346, 2019
542019
Multi-modal and multi-vendor retina image registration
Z Li, F Huang, J Zhang, B Dashtbozorg, S Abbasi-Sureshjani, Y Sun, ...
Biomedical optics express 9 (2), 410-422, 2018
432018
Automated tortuosity analysis of nerve fibers in corneal confocal microscopy
Y Zhao, J Zhang, E Pereira, Y Zheng, P Su, J Xie, Y Zhao, Y Shi, H Qi, ...
IEEE transactions on medical imaging 39 (9), 2725-2737, 2020
382020
A hybrid DCNN-SVM model for classifying neonatal sleep and wake states based on facial expressions in video
M Awais, X Long, B Yin, SF Abbasi, S Akbarzadeh, C Lu, X Wang, L Wang, ...
IEEE Journal of Biomedical and Health Informatics 25 (5), 1441-1449, 2021
372021
Brain-inspired algorithms for retinal image analysis
BM ter Haar Romeny, EJ Bekkers, J Zhang, S Abbasi-Sureshjani, ...
Machine Vision and Applications 27, 1117-1135, 2016
362016
Curvature based biomarkers for diabetic retinopathy via exponential curve fits in SE (2)
EJ Bekkers, J Zhang, R Duits, BM ter Haar Romeny
Proceedings of the Ophthalmic Medical Image Analysis: Third International …, 2015
352015
Robust and fast vessel segmentation via Gaussian derivatives in orientation scores
J Zhang, E Bekkers, S Abbasi, B Dashtbozorg, B ter Haar Romeny
International Conference on Image Analysis and Processing, 537-547, 2015
342015
Multi-scale pathological fluid segmentation in OCT with a novel curvature loss in convolutional neural network
G Xing, L Chen, H Wang, J Zhang, D Sun, F Xu, J Lei, X Xu
IEEE Transactions on Medical Imaging 41 (6), 1547-1559, 2022
332022
Angle-closure Assessment in Anterior Segment OCT Images via Deep Learning
H Hao, Y Zhao, Q Yan, R Higashita, J Zhang, Y Zhao, Y Xu, F Li, X Zhang, ...
Medical Image Analysis, 101956, 2021
322021
Minimal paths for tubular structure segmentation with coherence penalty and adaptive anisotropy
D Chen, J Zhang, LD Cohen
IEEE transactions on Image Processing 28 (3), 1271-1284, 2018
322018
Numerical Approaches for Linear Left-invariant Diffusions on SE(2), their Comparison to Exact Solutions, and their Applications in Retinal Imaging
J Zhang, R Duits, G Sanguinetti, B Ter Haar Romeny
Numerical Mathematics: Theory, Methods and Applications 9 (1), 1-50, 2016
322016
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