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 …
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 …
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 …
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 …
(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 …
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 …
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 …
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 …
of the discipline, offering opportunities for enhancing diagnostic accuracy, patient care, and …
Pathologic myopia diagnosis and localization from retinal fundus images using custom CNN
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 …
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 …
noninvasive diagnostic method, fundus color photography (FCP) is widely used in detecting …