activity
20152020
most citedAssessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders

75 citations · 121 across the 6 of their papers we have counts for

collaborators

6 papers

eess.IV2020★ 21 cited

Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images

Kang Zhou, Yuting Xiao, Jianlong Yang +6

Anomaly detection in retinal image refers to the identification of abnormality caused by various retinal diseases/lesions, by only leveraging normal images in training phase. Norma…

eess.IV2020★ 14 cited

ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

Yuhui Ma, Huaying Hao, Huazhu Fu +5

Optical Coherence Tomography Angiography (OCT-A) is a non-invasive imaging technique, and has been increasingly used to image the retinal vasculature at capillary level resolution.…

cs.CV2019★ 6 cited

Sparse-GAN: Sparsity-constrained Generative Adversarial Network for Anomaly Detection in Retinal OCT Image

Kang Zhou, Shenghua Gao, Jun Cheng +6

With the development of convolutional neural network, deep learning has shown its success for retinal disease detection from optical coherence tomography (OCT) images. However, dee…

physics.med-ph2019★ 75 cited

Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders

Ce Zheng, Xiaolin Xie, Kang Zhou +8

Purpose: To assess whether a generative adversarial network (GAN) could synthesize realistic optical coherence tomography (OCT) images that satisfactorily serve as the educational…

physics.optics2017

Cascade-gain-switching for generating 3.5-um nanosecond pulses from monolithic low-cost fiber lasers

Jianlong Yang, Haizhe Zhong, Yulong Tang +2

We propose a novel laser configuration that can output 3.5-m nanosecond laser pulses based on a simple and monolithic fiber structure. Cascade-gain-switching, which converts the…

physics.optics2015★ 5 cited

Influences of pump transitions on thermal effects of multi-kilowatt thulium-doped fiber lasers

Jianlong Yang, Yao Wang, Yulong Tang +1

Thermal effects are critical constrains for developing high-power thulium-doped fiber lasers (TDFLs). In this paper, we numerically investigate the lasing and thermal characteristi…