Insights into artificial intelligence in myopia management: from a data perspective

J Zhang, H Zou - Graefe's Archive for Clinical and Experimental …, 2024 - Springer
Given the high incidence and prevalence of myopia, the current healthcare system is
struggling to handle the task of myopia management, which is worsened by home …

Novel uses and challenges of artificial intelligence in diagnosing and managing eyes with high myopia and pathologic myopia

R Du, K Ohno-Matsui - Diagnostics, 2022 - mdpi.com
Myopia is a global health issue, and the prevalence of high myopia has increased
significantly in the past five to six decades. The high incidence of myopia and its vision …

Efficacy of a deep learning system for screening myopic maculopathy based on color fundus photographs

R Wang, J He, Q Chen, L Ye, D Sun, L Yin… - Ophthalmology and …, 2023 - Springer
Introduction The maculopathy in highly myopic eyes is complex. Its clinical diagnosis is a
huge workload and subjective. To simply and quickly classify pathologic myopia (PM), a …

[HTML][HTML] Artificial intelligence-aided diagnosis and treatment in the field of optometry

HQ Du, Q Dai, ZH Zhang, CC Wang, J Zhai… - International Journal …, 2023 - ncbi.nlm.nih.gov
With the rapid development of computer technology, the application of artificial intelligence
(AI) to ophthalmology has gained prominence in modern medicine. As modern optometry is …

Classification of color fundus photographs using fusion extracted features and customized CNN models

JZ Wang, NH Lu, WC Du, KY Liu, SY Hsu, CY Wang… - Healthcare, 2023 - mdpi.com
This study focuses on overcoming challenges in classifying eye diseases using color fundus
photographs by leveraging deep learning techniques, aiming to enhance early detection …

[HTML][HTML] Machine Learning Approaches in High Myopia: Systematic Review and Meta-Analysis

H Zuo, B Huang, J He, L Fang, M Huang - Journal of Medical Internet …, 2025 - jmir.org
Background In recent years, with the rapid development of machine learning (ML), it has
gained widespread attention from researchers in clinical practice. ML models appear to …

Performances of artificial intelligence in detecting pathologic myopia: a systematic review and meta-analysis

Y Zhang, Y Li, J Liu, J Wang, H Li, J Zhang, X Yu - Eye, 2023 - nature.com
Abstract Background/Objective Pathologic myopia (PM) is a major cause of severe visual
impairment and blindness, and current applications of artificial intelligence (AI) have …

A Beginner's Guide to Artificial Intelligence for Ophthalmologists

D Kang, H Wu, L Yuan, Y Shi, K **… - Ophthalmology and …, 2024 - Springer
The integration of artificial intelligence (AI) in ophthalmology has promoted the development
of the discipline, offering opportunities for enhancing diagnostic accuracy, patient care, and …

Pathologic myopia diagnosis and localization from retinal fundus images using custom CNN

P Kumari, P Saxena - Neural Computing and Applications, 2024 - Springer
Pathologic myopia (PM) is the critical factor of irreversible visual artifacts and puts patients at
risk of other severe retinal diseases such as glaucoma. Early intervention can help control …

[PDF][PDF] Multi-class classification of pathological myopia based on fundus photography

J Zhao, G Cao, J He, C Dai - Journal of Innovative Optical Health …, 2024 - researching.cn
Pathological myopia (PM) is a severe ocular disease leading to blindness. As a traditional
noninvasive diagnostic method, fundus color photography (FCP) is widely used in detecting …