Artificial Intelligence Applications in Chronic Ocular Diseases, Volume II

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Articles

ORIGINAL RESEARCH

Published on 11 Sep 2025

Diagnostic performance and generalizability of deep learning for multiple retinal diseases using bimodal imaging of fundus photography and optical coherence tomography

Xingwang Gu
Yang Zhou
Jianchun Zhao
Hongzhe Zhang
Xinlei Pan
Bing Li
Bilei Zhang
Yuelin Wang
Song Xia
6 more
Youxin Chen

doi 10.3389/fcell.2025.1665173

832 views

ORIGINAL RESEARCH

Published on 09 Sep 2025

Artificial intelligence in cataract grading system: a LOCS III-based hybrid model achieving high-precision classification

Gege Tang
Jie Zhang
Yingqi Du
Dexun Jiang
Yanhua Qi
Nan Zhou

doi 10.3389/fcell.2025.1669696

1,058 views

ORIGINAL RESEARCH

Published on 04 Sep 2025

Artificial intelligence applications facilitate decision-making in cataract surgery for highly myopic patients

Kaimeng Su
Wenwen He
Haifeng Jiang
Keke Zhang
Jiao Qi
Jiaqi Meng
Yu Du
Kaiwen Cheng
Xiaoxin Hu
4 more
Xiangjia Zhu

doi 10.3389/fcell.2025.1613634

582 views

ORIGINAL RESEARCH

Published on 22 Aug 2025

Refractive error after phacoemulsification combined with intraocular lens implantation in primary angle-closure glaucoma: a multifactorial analysis of biometric parameters and surgical strategies

Yong Liu
Kuanrong Dang
Di Gong
Simin Deng
Yin Deng
Junhong Guo
Xiaoli Shen
Jiantao Wang

doi 10.3389/fcell.2025.1654719

786 views

ORIGINAL RESEARCH

Published on 12 Aug 2025

Early diagnosis of coronary heart disease based on retinal microvascular parameters of OCTA

Shijia Zhou
Qifeng Yan
Jiaqi Guo
Wenming He
Yitian Zhao

doi 10.3389/fcell.2025.1654159

737 views

SYSTEMATIC REVIEW

Published on 08 Aug 2025

Artificial intelligence for surgical outcome prediction in glaucoma: a systematic review

Zeena Kailani
Lauren Kim
Joshua Bierbrier
Michael Balas
David J. Mathew

doi 10.3389/fdata.2025.1605018

1,413 views

REVIEW

Published on 06 Aug 2025

Research progress in deep learning-based fundus image analysis for the diagnosis and prediction of hypertension-related diseases

Ping Li
Juan Tao
Quan Yuan
Rongqing Zhang
Peng Gao

doi 10.3389/fcell.2025.1608994

1,090 views

ORIGINAL RESEARCH

Published on 05 Aug 2025

A new digital biomarker of Demodex blepharitis: energy curve of the meibomian edge

Minjia Wang
Xiaoyu Chen
Kesheng Wang
Kunhui Xu
Xinxin Yu
Qi Dai
Min Ren

doi 10.3389/fcell.2025.1627327

630 views

ORIGINAL RESEARCH

Published on 01 Aug 2025

Predicting visual acuity of treated ocular trauma based on pattern visual evoked potentials by machine learning models

Hongxia Hao
Jiemin Chen
Yifei Yan
Qi Zhang
Zhilu Zhou
Wentao Xia

doi 10.3389/fcell.2025.1619956

633 views

ORIGINAL RESEARCH

Published on 29 Jul 2025

WaveAttention-ResNet: a deep learning-based intelligent diagnostic model for the auxiliary diagnosis of multiple retinal diseases

Biao Guo
Daqing Wang
Ruiqi Zhang
Jia Hou
Wenchao Liu
YongFei Wu
Xudong Yang
Lijuan Zhang

doi 10.3389/fradi.2025.1608052

719 views

ORIGINAL RESEARCH

Published on 24 Jul 2025

Automated detection of diabetic retinopathy lesions in ultra-widefield fundus images using an attention-augmented YOLOv8 framework

Lei-Si Hu
Jie Wang
Heng-Ming Zhang
Hai-Yu Huang

doi 10.3389/fcell.2025.1608580

793 views

ORIGINAL RESEARCH

Published on 23 Jul 2025

Multimodal reasoning agent for enhanced ophthalmic decision-making: a preliminary real-world clinical validation

Yijing Zhuang
Dong Fang
Pengfeng Li
Bingyu Bai
Xiangqing Hei
Lujia Feng
Wangting Li
Shaochong Zhang

doi 10.3389/fcell.2025.1642539

1,107 views

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Articles

Diagnostic performance and generalizability of deep learning for multiple retinal diseases using bimodal imaging of fundus photography and optical coherence tomography

Artificial intelligence in cataract grading system: a LOCS III-based hybrid model achieving high-precision classification

Artificial intelligence applications facilitate decision-making in cataract surgery for highly myopic patients

Refractive error after phacoemulsification combined with intraocular lens implantation in primary angle-closure glaucoma: a multifactorial analysis of biometric parameters and surgical strategies

Early diagnosis of coronary heart disease based on retinal microvascular parameters of OCTA

Artificial intelligence for surgical outcome prediction in glaucoma: a systematic review

Research progress in deep learning-based fundus image analysis for the diagnosis and prediction of hypertension-related diseases

A new digital biomarker of Demodex blepharitis: energy curve of the meibomian edge

Predicting visual acuity of treated ocular trauma based on pattern visual evoked potentials by machine learning models

WaveAttention-ResNet: a deep learning-based intelligent diagnostic model for the auxiliary diagnosis of multiple retinal diseases

Automated detection of diabetic retinopathy lesions in ultra-widefield fundus images using an attention-augmented YOLOv8 framework

Multimodal reasoning agent for enhanced ophthalmic decision-making: a preliminary real-world clinical validation

Frontiers in Cell and Developmental Biology

Molecular and Cellular Pathology