Diabetic Retinopathy

Development and Validation of a Machine Learning Algorithm for Predicting Diabetes Retinopathy in Patients With Type 2 Diabetes: Algorithm Development Study

Sunyoung Kim, Jaeyu Park, Yejun Son, Hojae Lee, Selin Woo, Myeongcheol Lee, Hayeon Lee, Hyunji Sang, Dong Keon Yon, Sang Youl Rhee

JMIR Med Inform 2025 (Feb 07); 13:e58107

Download Citation: END BibTex RIS

Patient-Centered Economic Burden of Diabetic Macular Edema: Retrospective Cohort Study

Kyungseon Choi, Sang Jun Park, Hyuna Yoon, Seoyoon Choi, Yongseok Mun, Seok Kim, Sooyoung Yoo, Se Joon Woo, Kyu Hyung Park, Junghyun Na, Hae Sun Suh

JMIR Public Health Surveill 2024 (Oct 08); 10:e56741

Download Citation: END BibTex RIS

Implementation of Artificial Intelligence–Based Diabetic Retinopathy Screening in a Tertiary Care Hospital in Quebec: Prospective Validation Study

Fares Antaki, Imane Hammana, Marie-Catherine Tessier, Andrée Boucher, Maud Laurence David Jetté, Catherine Beauchemin, Karim Hammamji, Ariel Yuhan Ong, Marc-André Rhéaume, Danny Gauthier, Mona Harissi-Dagher, Pearse A Keane, Alfons Pomp

JMIR Diabetes 2024 (Sep 03); 9:e59867

Download Citation: END BibTex RIS

Impact of Gold-Standard Label Errors on Evaluating Performance of Deep Learning Models in Diabetic Retinopathy Screening: Nationwide Real-World Validation Study

Yueye Wang, Xiaotong Han, Cong Li, Lixia Luo, Qiuxia Yin, Jian Zhang, Guankai Peng, Danli Shi, Mingguang He

J Med Internet Res 2024 (Aug 14); 26:e52506

Download Citation: END BibTex RIS

Evaluation of Artificial Intelligence Algorithms for Diabetic Retinopathy Detection: Protocol for a Systematic Review and Meta-Analysis

Jaime Angeles Sesgundo III, David Collin Maeng, Jumelle Aubrey Tukay, Maria Patricia Ascano, Justine Suba-Cohen, Virginia Sampang

JMIR Res Protoc 2024 (May 27); 13:e57292

Download Citation: END BibTex RIS

Development and External Validation of Machine Learning Models for Diabetic Microvascular Complications: Cross-Sectional Study With Metabolites

Feng He, Clarissa Ng Yin Ling, Simon Nusinovici, Ching-Yu Cheng, Tien Yin Wong, Jialiang Li, Charumathi Sabanayagam

J Med Internet Res 2024 (Mar 28); 26:e41065

Download Citation: END BibTex RIS

Artificial Intelligence in Community-Based Diabetic Retinopathy Telemedicine Screening in Urban China: Cost-effectiveness and Cost-Utility Analyses With Real-world Data

Senlin Lin, Yingyan Ma, Yi Xu, Lina Lu, Jiangnan He, Jianfeng Zhu, Yajun Peng, Tao Yu, Nathan Congdon, Haidong Zou

JMIR Public Health Surveill 2023 (Feb 23); 9:e41624

Download Citation: END BibTex RIS

Augmenting the Referral Pathway for Retinal Services Among Patients With Diabetes Mellitus at Reiyukai Eiko Masunaga Eye Hospital, Nepal: Protocol for a Nonrandomized, Pre–Post Intervention Study

Ruchi Shrestha, Prerana Singh, Parami Dhakhwa, Shailaja Tetali, Tripura Batchu, Pragati Shrestha Thapa

JMIR Res Protoc 2021 (Dec 17); 10(12):e33116

Download Citation: END BibTex RIS

Screening Diabetic Retinopathy Using an Automated Retinal Image Analysis System in Independent and Assistive Use Cases in Mexico: Randomized Controlled Trial

Alejandro Noriega, Daniela Meizner, Dalia Camacho, Jennifer Enciso, Hugo Quiroz-Mercado, Virgilio Morales-Canton, Abdullah Almaatouq, Alex Pentland

JMIR Form Res 2021 (Aug 26); 5(8):e25290

Download Citation: END BibTex RIS

Application of an Anomaly Detection Model to Screen for Ocular Diseases Using Color Retinal Fundus Images: Design and Evaluation Study

Yong Han, Weiming Li, Mengmeng Liu, Zhiyuan Wu, Feng Zhang, Xiangtong Liu, Lixin Tao, Xia Li, Xiuhua Guo

J Med Internet Res 2021 (Jul 13); 23(7):e27822

Download Citation: END BibTex RIS

Impact of Intersecting Systems of Oppression on Diabetic Retinopathy Screening Among Those Who Identify as Women of Low Socioeconomic Status: Protocol for a Convergent Mixed Methods Study

Aleksandra Stanimirovic, Troy Francis, Anna Cooper Reed, Sonia Meerai, Olivera Sutakovic, Rebecca Merritt, Michael Brent, Valeria Rac

JMIR Res Protoc 2021 (Mar 05); 10(3):e23492

Download Citation: END BibTex RIS

Assessment of Training Outcomes of Nurse Readers for Diabetic Retinopathy Telescreening: Validation Study

Marie Carole Boucher, Michael Trong Duc Nguyen, Jenny Qian

JMIR Diabetes 2020 (Apr 07); 5(2):e17309

Download Citation: END BibTex RIS