AI & deep learning
Deep learning and automated measurement applied to ophthalmic imaging and clinical prediction.
10 publications
- 2026
- Automated deep learning-based retinoschisis and detachment volume measurement in pathological myopia with posterior scleral contraction
Mengdi Chai, Hua Rong, Danyang Yu, Xiu Wang, Di Wu, Emmanuel Eric Pazo, Jiachen Zhang, Ying Liu, Yifan Zhou, Y Y Chen, Anquan Xue, Ruihua Wei
British Journal of Ophthalmology, 2026 · doi:10.1136/bjo-2025-328592
Retina & vascular imagingMyopia & refractive errorAI & deep learning - Automatic measurement and evaluation of anterior segment anatomical structures via UBM images using a deep learning-based approach
S Chen, X Chu, EE Pazo, Y Huang, H Liu, C Zhang, R Yang, S Zhao
Graefe's Archive for Clinical and Experimental Ophthalmology, 2026 · doi:10.1007/s00417-025-07070-7
AI & deep learning - Development of a predictive model based on aqueous cytokines data for response to anti-VEGF therapy in diabetic macular edema
Fuhua Yang, Yi Gong, Xiaoying Pan, Jinzhi Zhao, Rongguo Yu, Liangzhang Tan, Emmanuel Eric Pazo, Xiaomin Zhang, Xiaorong Li
Eye and Vision, 2026 · doi:10.1186/s40662-026-00479-z
Retina & vascular imagingAI & deep learning - Machine Learning-Based Prediction of Cycloplegic Refraction Using the Eyerobo Vision Screener: Design—A Cross-Sectional Comparative Device Study
Mengmeng Xia, Boxue Yao, Yumei Wang, Fengwei Liang, Wuxia Zhao, Li Qin, Shoukuan Liu, Muhammad Usama, Zhihui Zhang, Wu Guo, Emmanuel Eric Pazo, Xinjun Ren
Ophthalmology and Therapy, 2026 · doi:10.1007/s40123-026-01482-2
Myopia & refractive errorCataract & anterior segment surgeryAI & deep learning - Predicting pediatric myopia progression from single screening encounters: a multi-outcome development and validation study
Nan Wei, Chaoran Li, Salissou Moutari, Muhammad Usama, Jing Li, Qiaoyan Chen, Emmanuel Eric Pazo, 钱学翰
Journal of Translational Medicine, 2026 · doi:10.1186/s12967-026-09003-2
Myopia & refractive errorAI & deep learning - Structure-preserving super-resolution of retinal fundus images via a dual-transformer residual network
Emmanuel Eric Pazo, Salissou Moutari, Fei Gao, Liying Hu, Muhammad Usama, Xiaorong Li, Juping Liu
Frontiers in Medicine, 2026 · doi:10.3389/fmed.2025.1730678
Retina & vascular imagingAI & deep learning - Validation of the Eyerobo FC Portable Fundus Camera for Diabetic Retinopathy Screening Using Public Datasets and Deep Learning
Emmanuel Eric Pazo, Xiangying Liu, Shoukuan Liu, Qinru Zhang, Mingxuan Zhang, Zhihui Zhang, Salissou Moutari, Muhammad Usama, Xinjun Ren
Ophthalmology and Therapy, 2026 · doi:10.1007/s40123-026-01353-w
Retina & vascular imagingAI & deep learning - 2025
- Exploring Machine Learning Models for Vault Safety in ICL Implantation: A Comparative Analysis of Regression and Classification Models
Qing Zhang, Qi Li, Zhilong Yu, Ruibo Yang, Emmanuel Eric Pazo, Yue Huang, Hui Liu, Chen Zhang, Salissou Moutari, Shaozhen Zhao
Ophthalmology and Therapy, 2025 · doi:10.1007/s40123-025-01173-4
Cataract & anterior segment surgeryAI & deep learning - 2024
- A Multi Comparison of 8 Different Intraocular Lens Biometry Formulae, Including a Machine Learning Thin Lens Formula (MM) and an Inbuilt Anterior Segment Optical Coherence Tomography Ray Tracing Formula
Richard N. McNeely, Katherine McGinnity, Stephen Stewart, Emmanuel Eric Pazo, Salissou Moutari, Jonathan Edward Moore
Vision, 2024 · doi:10.3390/vision8030049
Cataract & anterior segment surgeryAI & deep learning - 2020
- Exploring the effect of hypertension on retinal microvasculature using deep learning on East Asian population
Guangzheng Dai, Wei He, Ling Xu, Emmanuel Eric Pazo, Tiezhu Lin, Shasha Liu, Chenguang Zhang
PLoS ONE, 2020 · doi:10.1371/journal.pone.0230111
Retina & vascular imagingAI & deep learning