Ziyao Meng

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

Integrated image-based deep learning and language models for primary diabetes care

Jiajia Li, Zhouyu Guan, Jing Wang et al. · Nature Medicine · 2024 · 163 citations · Full text

Defect object detection algorithm for electroluminescence image defects of photovoltaic modules based on deep learning

Ziyao Meng, Shengzhi Xu, Lichao Wang et al. · Energy Science & Engineering · 2022 · 62 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

FCC: Feature Clusters Compression for Long-Tailed Visual Recognition

Jian Li, Ziyao Meng, Daqian Shi et al. · 2023 · 22 citations

Convolutional Neural Network, Engineering, Feature Detection +16

Non-invasive biopsy diagnosis of diabetic kidney disease via deep learning applied to retinal images: a population-based study

Ziyao Meng, Zhouyu Guan, Shujie Yu et al. · The Lancet Digital Health · 2025 · 17 citations · Full text