Ran An Ran

Ran An Ran, Hu Xiaoyan, Hui Herbert Y H, Dai Jiajia, Chan Victor T T, Ho Ko et al.

An AI model integrating OCT scans effectively detected Alzheimer's disease and early stages, showing potential for opportunistic AD screening during routine eye exams.

Ran An Ran, Wang Xi, Chan Poemen P, Wong Mandy O M, Yuen Hunter, Lam Nai Man et al.

This study developed a federated learning deep learning model for glaucoma detection from OCT scans. It achieved excellent, generalizable performance across multiple centers without sharing patient data, ensuring privacy for clinical AI integration.

Song Yunhe, Li Fei, Chong Rachel S, Wang Wei, Ran An Ran, Lin Fengbin et al.

This study developed a high myopia-specific pRNFL database. It found this database significantly improves detection of highly myopic glaucoma compared to standard OCT databases, offering a better diagnostic tool.

Li Dawei, Ran An Ran, Cheung Carol Y, Prince Jerry L

This review found deep learning in OCT shows promise for glaucoma diagnosis and management, but challenges like data scarcity, real-world performance, and regulatory hurdles must be overcome for clinical adoption.

Noury Erfan, Mannil Suria S, Chang Robert T, Ran An Ran, Cheung Carol Y, Thapa Suman S et al.

A 3D deep learning model accurately detected glaucoma from OCT scans across diverse populations, highlighting the lamina cribrosa as a key diagnostic area, which could improve early detection.

Ran An Ran, Tham Clement C, Chan Poemen P, Cheng Ching-Yu, Tham Yih-Chung, Rim Tyler Hyungtaek et al.

Ran An Ran, Tham Clement C, Chan Poemen P, Cheng Ching-Yu, Tham Yih-Chung, Rim Tyler Hyungtaek et al.

This review found deep learning with OCT accurately distinguishes glaucoma from normal eyes, showing promise for improving clinical assessment and workflow, despite needing further validation.

Russakoff Daniel B, Mannil Suria S, Oakley Jonathan D, Ran An Ran, Cheung Carol Y, Dasari Srilakshmi et al.

A 3D deep learning system using macular OCT scans effectively detected referable glaucoma, particularly with preprocessing. This tool shows promise for identifying patients needing specialist referral, even in varying myopia.