An Ran Ran

A deep learning system for predicting time to progression of diabetic retinopathy

Ling Dai, Bin Sheng, Ting‐Li Chen et al. · Nature Medicine · 2024 · 247 citations · Full text

A deep learning model for detection of Alzheimer's disease based on retinal photographs: a retrospective, multicentre case-control study

Carol Y. Cheung, An Ran Ran, Shujun Wang et al. · The Lancet Digital Health · 2022 · 218 citations · Full text

Detection of glaucomatous optic neuropathy with spectral-domain optical coherence tomography: a retrospective training and validation deep-learning analysis

An Ran Ran, Carol Y. Cheung, Xi Wang et al. · The Lancet Digital Health · 2019 · 135 citations · Full text

Transforming Retinal Photographs to Entropy Images in Deep Learning to Improve Automated Detection for Diabetic Retinopathy

Gen‐Min Lin, Mei‐Juan Chen, Chia‐Hung Yeh et al. · Journal of Ophthalmology · 2018 · 89 citations · Full text

Convolutional Neural Network, Entropy Images, Engineering +22

UD-MIL: Uncertainty-Driven Deep Multiple Instance Learning for OCT Image Classification

Xi Wang, Fangyao Tang, Hao Chen et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 82 citations

Convolutional Neural Network, Multiple Instance Learning, Engineering +20