Xiaolin Xie
The Chinese University of Hong Kong
10 Papers
6 Citations
Xiaolin Xie is an academic researcher from The Chinese University of Hong Kong. The author has contributed to research in topics: Computer science & Medicine. The author has an hindex of 2, co-authored 8 publications.
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Papers
Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders
Ce Zheng,Xiaolin Xie,Kang Zhou,Kang Zhou,Bang Chen,Jili Chen,Haiyun Ye,Wen Li,Tong Qiao,Shenghua Gao,Jianlong Yang,Jiang Liu,Jiang Liu +12 more
TL;DR: Wang et al. as discussed by the authors used a generative adversarial network (GAN) to synthesize realistic optical coherence tomography (OCT) images that satisfactorily serve as the educational images for retinal specialists, and the training datasets for the classification of various retinal disorders using deep learning.
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Assessment of Generative Adversarial Networks Model for Synthetic Optical Coherence Tomography Images of Retinal Disorders
Ce Zheng,Xiaolin Xie,Kang Zhou,Kang Zhou,Bang Chen,Jili Chen,Haiyun Ye,Wen Li,Tong Qiao,Shenghua Gao,Jianlong Yang,Jiang Liu,Jiang Liu +12 more
TL;DR: Whether a generative adversarial network (GAN) could synthesize realistic optical coherence tomography images that satisfactorily serve as the educational images for retinal specialists, and the training datasets for the classification of various retinal disorders using deep learning (DL) is assessed.
31
Detection of Referable Horizontal Strabismus in Children's Primary Gaze Photographs Using Deep Learning.
TL;DR: In this article, a deep learning approach for screening referable horizontal strabismus based on primary gaze photographs using clinical assessments as a reference was developed and evaluated using 5-fold cross-validation.
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Assessment of Generative Adversarial Networks for Synthetic Anterior Segment Optical Coherence Tomography Images in Closed-Angle Detection.
Ce Zheng,Fang Bian,Luo Li,Xiaolin Xie,Hui Liu,Jianheng Liang,Xu Chen,Zilei Wang,Tong Qiao,Jianlong Yang,Mingzhi Zhang +10 more
TL;DR: Wang et al. as discussed by the authors developed Generative Adversarial Networks (GANs) that synthesize realistic anterior segment optical coherence tomography (OCT) images and evaluated deep learning (DL) models that are trained on real and synthetic datasets for detecting angle closure.
28
Development and validation of deep learning algorithms for automated eye laterality detection with anterior segment photography.
Ce Zheng,Xiaolin Xie,Zhilei Wang,Wen Li,Jili Chen,Tong Qiao,Zhuyun Qian,Hui Liu,Jianheng Liang,Xu Chen +9 more
TL;DR: In this paper, a deep learning model was proposed for the detection of the laterality of the eye on anterior segment photographs from Scheimpflug and slit-lamp digital camera photography.