Guangzhou An

Glaucoma Diagnosis with Machine Learning Based on Optical Coherence Tomography and Color Fundus Images

Guangzhou An, Kazuko Omodaka, Kazuki Hashimoto et al. · Journal of Healthcare Engineering · 2019 · 193 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

Optical Coherence Tomography-Based Deep-Learning Models for Classifying Normal and Age-Related Macular Degeneration and Exudative and Non-Exudative Age-Related Macular Degeneration Changes

Naohiro Motozawa, Guangzhou An, Seiji Takagi et al. · Ophthalmology and Therapy · 2019 · 116 citations · Full text

Comparison of Machine-Learning Classification Models for Glaucoma Management

Guangzhou An, Kazuko Omodaka, Satoru Tsuda et al. · Journal of Healthcare Engineering · 2018 · 70 citations · Full text

Hierarchical deep learning models using transfer learning for disease detection and classification based on small number of medical images

Guangzhou An, Masahiro Akïba, Kazuko Omodaka et al. · Scientific Reports · 2021 · 69 citations · Full text

Classification of optic disc shape in glaucoma using machine learning based on quantified ocular parameters

Kazuko Omodaka, Guangzhou An, Satoru Tsuda et al. · PLoS ONE · 2017 · 41 citations · Full text