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Cheng Ching-Yu

64 articles in GJC

64 articles in GJC

6.

Evaluation of Generative Adversarial Networks for High-Resolution Synthetic Image Generation of Circumpapillary Optical Coherence Tomography Images for Glaucoma.

Sreejith Kumar Ashish Jith, Chong Rachel S, Crowston Jonathan G, Chua Jacqueline, Bujor Inna, Husain Rahat et al.

JAMA OphthalmolOct 202226 citationsBasic Science

Researchers found AI-generated synthetic OCT images effectively train deep learning models for glaucoma detection, performing comparably to real images, offering a solution for data scarcity and sharing.

7.

Association Between Risk of Obstructive Sleep Apnea and Glaucoma: The Singapore Epidemiology of Eye Diseases Study.

Mehta Anjali, Man Ryan E K, Gan Alfred T, Najjar Raymond P, Nongpiur Monisha, Lamoureux Ecosse L et al.

J GlaucomaAug 20228 citationsCross-Sectional Study

This study found intermediate/high obstructive sleep apnea risk is associated with 50% higher glaucoma odds in Singaporean adults, particularly in Malays. This suggests OSA screening may be relevant for glaucoma risk assessment.

8.

The three-dimensional structural configuration of the central retinal vessel trunk and branches as a glaucoma biomarker.

Panda Satish K, Cheong Haris, Tun Tin A, Chuangsuwanich Thanadet, Kadziauskiene Aiste, Senthil Vijayalakshmi et al.

Am J OphthalmolMar 20220 citationsObservational Study

This study found that the 3D configuration of central retinal vessels, analyzed by AI, is a superior glaucoma diagnostic marker compared to standard RNFL thickness, potentially improving early detection.

15.

Peripapillary sclera exhibits a v-shaped configuration that is more pronounced in glaucoma eyes.

Wang Xiaofei, Tun Tin A, Nongpiur Monisha Esther, Htoon Hla M, Tham Yih Chung, Strouthidis Nicholas G et al.

Br J OphthalmolDec 202014 citationsCross-Sectional Study

This study found the peripapillary sclera's v-shaped configuration is more pronounced in glaucoma eyes, suggesting this posterior bowing impacts optic nerve head biomechanics, potentially aiding early detection or understanding disease progression.

17.

Deep learning algorithms to isolate and quantify the structures of the anterior segment in optical coherence tomography images.

Pham Tan Hung, Devalla Sripad Krishna, Ang Aloysius, Soh Zhi-Da, Thiery Alexandre H, Boote Craig et al.

Br J OphthalmolSep 202029 citationsBasic Science

Deep learning accurately identified anterior segment structures and quantified key measurements from OCT images, matching expert performance for glaucoma diagnosis and management, offering rapid, reliable automation.

18.

Asian-specific vertical cup-to-disc ratio cut-off for glaucoma screening: An evidence-based recommendation from a multi-ethnic Asian population.

Soh Zhi Da, Chee Miao Li, Thakur Sahil, Tham Yih Chung, Tao Yijin, Lim Zhi Wei et al.

Clin Exp OphthalmolAug 202012 citationsCohort Study

This study identified optimal vertical cup-to-disc ratio (VCDR) cut-offs (≥0.60, or ≥0.65 for larger discs, with ≥0.20 asymmetry) for glaucoma screening in multi-ethnic Asians, improving diagnostic balance.

24.

Profile of retinal nerve fibre layer symmetry in a multiethnic Asian population: the Singapore Epidemiology of Eye Diseases study.

Tao Yijin, Tham Yih Chung, Chee Miao Li, Majithia Shivani, Thakur Sahil, Soh Zhi-Da et al.

Br J OphthalmolSep 20199 citationsCross-Sectional Study

This study found healthy Asian populations have ethnic differences in RNFL symmetry, with Malays and Indians having lower symmetry than Chinese, suggesting universal glaucoma detection cut-offs are flawed and ethnic-specific norms are needed.