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32 Results Found

  • Article
  • Open Access
2,064 Views
10 Pages

Purpose: This cross-sectional study aims to evaluate the actual prevalence of telemedicine, with a particular attention to teleophthalmology programs, in the Piedmont region of Northern Italy and investigate the prospects of the discipline, comparing...

  • Article
  • Open Access
1,903 Views
17 Pages

Healthcare Outcomes of Patients and Antecedents via Teleophthalmology in Eastern Taiwan during COVID-19

  • Hsing-Chu Chen,
  • Ching-Yu Chang,
  • Chung-Hung Tsai,
  • Wei-Lin Hsu,
  • Wen-Fang Sung and
  • Yu-Xuan Wu

21 August 2024

Objective: The coronavirus disease 2019 (COVID-19) pandemic has caused significant transformations in healthcare. Many countries began the rapid development and adoption of telemedicine to avoid the spread of the pandemic and created an innovative mo...

  • Review
  • Open Access
33 Citations
5,440 Views
16 Pages

27 April 2023

Technological advancement has brought commendable changes in medicine, advancing diagnosis, treatment, and interventions. Telemedicine has been adopted by various subspecialties including ophthalmology. Over the years, teleophthalmology has been impl...

  • Article
  • Open Access
3 Citations
3,155 Views
13 Pages

During and after the COVID-19 pandemic, teleophthalmology provided access to eye care for rural populations. This study aimed to assess the efficacy of and satisfaction with an integrated real-time videoconferencing module. This project incorporated...

  • Article
  • Open Access
30 Citations
4,061 Views
18 Pages

Explainable Artificial Intelligence Enabled TeleOphthalmology for Diabetic Retinopathy Grading and Classification

  • Marwa Obayya,
  • Nadhem Nemri,
  • Mohamed K. Nour,
  • Mesfer Al Duhayyim,
  • Heba Mohsen,
  • Mohammed Rizwanullah,
  • Abu Sarwar Zamani and
  • Abdelwahed Motwakel

31 August 2022

Recently, Telehealth connects patients to vital healthcare services via remote monitoring, wireless communications, videoconferencing, and electronic consults. By increasing access to specialists and physicians, telehealth assists in ensuring patient...

  • Systematic Review
  • Open Access
6 Citations
4,898 Views
11 Pages

29 June 2022

Diabetic retinopathy is a vascular disease of the retina that affects patients with uncontrolled diabetes. Untreated diabetic retinopathy (DR) can eventually lead to blindness. To date, diabetic retinopathy is the third leading cause of vision loss i...

  • Article
  • Open Access
7 Citations
3,509 Views
21 Pages

A Teleophthalmology Support System Based on the Visibility of Retinal Elements Using the CNNs

  • Gustavo Calderon-Auza,
  • Cesar Carrillo-Gomez,
  • Mariko Nakano,
  • Karina Toscano-Medina,
  • Hector Perez-Meana,
  • Ana Gonzalez-H. Leon and
  • Hugo Quiroz-Mercado

16 May 2020

This paper proposes a teleophthalmology support system in which we use algorithms of object detection and semantic segmentation, such as faster region-based CNN (FR-CNN) and SegNet, based on several CNN architectures such as: Vgg16, MobileNet, AlexNe...

  • Article
  • Open Access
3 Citations
2,955 Views
10 Pages

This study assesses the quality of retinal images captured using a non-mydriatic fundus camera within a teleophthalmologic platform in Taiwan. The objective was to evaluate the effectiveness of non-mydriatic fundus cameras for remote retinal screenin...

  • Review
  • Open Access
7 Citations
5,791 Views
6 Pages

Telemedicine Applications in Pediatric Retinal Disease

  • Akhilesh S. Pathipati and
  • Darius M. Moshfeghi

Teleophthalmology is a developing field that presents diverse opportunities. One of its most successful applications to date has been in pediatric retinal disease, particularly in screening for retinopathy of prematurity (ROP). Many studies have show...

  • Review
  • Open Access
158 Views
18 Pages

12 January 2026

Background/Objectives: Telemedicine has emerged as a pivotal approach to improving access to diabetic retinopathy (DR) screening, diagnosis, management, and monitoring. Over the past two decades, rapid advancements in digital imaging, mobile health t...

  • Article
  • Open Access
3 Citations
2,244 Views
12 Pages

23 August 2022

We report the development of a deep learning algorithm (AI) to detect signs of diabetic retinopathy (DR) from fundus images. For this, we use a ResNet-50 neural network with a double resolution, the addition of Squeeze–Excitation blocks, pre-tr...

  • Review
  • Open Access
414 Views
21 Pages

Mobile Eye Units in the United States and Canada: A Narrative Review of Structures, Services and Challenges

  • Valeria Villabona-Martinez,
  • Anna A. Zdunek,
  • Jessica Y. Jiang,
  • Paula A. Sepulveda-Beltran,
  • Zeila A. Hobson and
  • Evan L. Waxman

Background and Objectives: Mobile Eye Units (MEUs) have emerged as practical innovations to overcome geographic, financial, and systemic obstacles to eye care. Although numerous programs operate across the United States and Canada, a narrative review...

  • Article
  • Open Access
7 Citations
3,180 Views
16 Pages

Validation of an Automated Screening System for Diabetic Retinopathy Operating under Real Clinical Conditions

  • Soledad Jimenez-Carmona,
  • Pedro Alemany-Marquez,
  • Pablo Alvarez-Ramos,
  • Eduardo Mayoral and
  • Manuel Aguilar-Diosdado

21 December 2021

Background. Retinopathy is the most common microvascular complication of diabetes mellitus. It is the leading cause of blindness among working-aged people in developed countries. The use of telemedicine in the screening system has enabled the applica...

  • Review
  • Open Access
1,650 Views
25 Pages

Augmented Decisions: AI-Enhanced Accuracy in Glaucoma Diagnosis and Treatment

  • Marco Zeppieri,
  • Caterina Gagliano,
  • Daniele Tognetto,
  • Mutali Musa,
  • Alessandro Avitabile,
  • Fabiana D’Esposito,
  • Simonetta Gaia Nicolosi and
  • Matteo Capobianco

16 September 2025

Glaucoma remains a leading cause of irreversible blindness. We reviewed more than 150 peer-reviewed studies (January 2019–July 2025) that applied artificial or augmented intelligence (AI/AuI) to glaucoma care. Deep learning systems analyzing fu...

  • Article
  • Open Access
19 Citations
3,059 Views
14 Pages

Detecting Progression of Melanocytic Choroidal Tumors by Sequential Imaging: Is Ultrasonography Necessary?

  • Kelsey A. Roelofs,
  • Roderick O’Day,
  • Lamis Al Harby,
  • Gordon Hay,
  • Amit K. Arora,
  • Victoria M. L. Cohen,
  • Mandeep S. Sagoo and
  • Bertil E. Damato

10 July 2020

Purpose: To determine if ultrasonography is necessary to detect progression of choroidal melanocytic tumors undergoing sequential multi-modal imaging with color photography, autofluorescence (AF) and optical coherence tomography (OCT). Methods: All p...

  • Review
  • Open Access
1 Citations
2,604 Views
14 Pages

2 March 2024

Glaucoma is one of the leading causes of irreversible blindness in the world. Early diagnosis and treatment increase the chances of preserving vision. However, despite advances in techniques for the functional and structural assessment of the retina,...

  • Review
  • Open Access
12 Citations
6,830 Views
15 Pages

Examining the Role of Telemedicine in Diabetic Retinopathy

  • Matthew R. Land,
  • Parth A. Patel,
  • Tommy Bui,
  • Cheng Jiao,
  • Arsalan Ali,
  • Shadman Ibnamasud,
  • Prem N. Patel and
  • Veeral Sheth

18 May 2023

With the increasing prevalence of diabetic retinopathy (DR), screening is of the utmost importance to prevent vision loss for patients and reduce financial costs for the healthcare system. Unfortunately, it appears that the capacity of optometrists a...

  • Systematic Review
  • Open Access
1,670 Views
23 Pages

Telemonitoring Tools for Glaucoma Patients: A Systematic Review of Current Trends and Applications

  • Jeniffer Jesus,
  • Catarina Aguiar,
  • Dália Meira,
  • Ignacio Rodriguez-Una and
  • João M. Beirão

9 May 2025

Background/Objectives: In 2010, approximately 60.5 million people were affected by glaucoma, making it the leading cause of permanent vision impairment globally. With the rise of telehealth tools and technological advancements in glaucoma care, this...

  • Review
  • Open Access
7 Citations
9,521 Views
50 Pages

Artificial Intelligence in Ophthalmology: Advantages and Limits

  • Hariton-Nicolae Costin,
  • Monica Fira and
  • Liviu Goraș

12 February 2025

In recent years, artificial intelligence has begun to play a salient role in various medical fields, including ophthalmology. This extensive review is addressed to ophthalmologists and aims to capture the current landscape and future potential of AI...

  • Review
  • Open Access
7 Citations
6,505 Views
14 Pages

Modern Approach to Diabetic Retinopathy Diagnostics

  • Maria Kąpa,
  • Iga Koryciarz,
  • Natalia Kustosik,
  • Piotr Jurowski and
  • Zofia Pniakowska

24 August 2024

This article reviews innovative diagnostic approaches for diabetic retinopathy as the prevalence of diabetes mellitus and its complications continue to escalate. Novel techniques focus on early disease detection. Technological innovations, such as te...

  • Article
  • Open Access
76 Citations
11,879 Views
17 Pages

Vision loss can be avoided if diabetic retinopathy (DR) is diagnosed and treated promptly. The main five DR stages are none, moderate, mild, proliferate, and severe. In this study, a deep learning (DL) model is presented that diagnoses all five stage...

  • Article
  • Open Access
9 Citations
3,343 Views
22 Pages

Impact of COVID-19 at the Ocular Level: A Citation Network Study

  • Miguel Ángel Sánchez-Tena,
  • Clara Martinez-Perez,
  • Cesar Villa-Collar and
  • Cristina Alvarez-Peregrina

24 March 2021

Background: The main objective of this study was to use citation networks to analyze the relationship between different publications on the impact of COVID-19 at an ocular level and their authors. Furthermore, the different research areas will be ide...

  • Article
  • Open Access
30 Citations
8,968 Views
9 Pages

A Cost-Minimization Analysis of a Medical Record-based, Store and Forward and Provider-to-provider Telemedicine Compared to Usual Care in Catalonia: More Agile and Efficient, Especially for Users

  • Francesc López Seguí,
  • Jordi Franch Parella,
  • Xavier Gironès García,
  • Jacobo Mendioroz Peña,
  • Francesc García Cuyàs,
  • Cristina Adroher Mas,
  • Anna García-Altés and
  • Josep Vidal-Alaball

Background: Telemedicine (interconsultation between primary and hospital care teams) has been operating in the counties of Central Catalonia Bages, Moianès and Berguedà since 2011, specializing in teledermatology, teleulcers, teleophtha...

  • Article
  • Open Access
9 Citations
4,548 Views
17 Pages

Burden of Diabetic Retinopathy amongst People with Diabetes Attending Primary Care in Kerala: Nayanamritham Project

  • Sobha Sivaprasad,
  • Vasudeva Iyer Sahasranamam,
  • Simon George,
  • Rajeev Sadanandan,
  • Bipin Gopal,
  • Lakshmi Premnazir,
  • Dolores Conroy,
  • Jyotsna Srinath,
  • Radha Ramakrishnan and
  • Gopalakrishnan Netuveli
  • + 2 authors

16 December 2021

Background: The burden of diabetic retinopathy (DR) in people attending the public health sector in India is unclear. Thirty percent of the population in India is reliant on public healthcare. This study aimed to estimate the prevalence of DR and its...

  • Article
  • Open Access
18 Citations
6,092 Views
19 Pages

23 May 2024

Diabetic retinopathy (DR) is the primary factor leading to vision impairment and blindness in diabetics. Uncontrolled diabetes can damage the retinal blood vessels. Initial detection and prompt medical intervention are vital in preventing progressive...

  • Article
  • Open Access
135 Citations
10,256 Views
26 Pages

Severity Classification of Diabetic Retinopathy Using an Ensemble Learning Algorithm through Analyzing Retinal Images

  • Niloy Sikder,
  • Mehedi Masud,
  • Anupam Kumar Bairagi,
  • Abu Shamim Mohammad Arif,
  • Abdullah-Al Nahid and
  • Hesham A. Alhumyani

13 April 2021

Diabetic Retinopathy (DR) refers to the damages endured by the retina as an effect of diabetes. DR has become a severe health concern worldwide, as the number of diabetes patients is soaring uncountably. Periodic eye examination allows doctors to det...

  • Article
  • Open Access
1 Citations
1,404 Views
17 Pages

Attention-Enhanced Guided Multimodal and Semi-Supervised Networks for Visual Acuity (VA) Prediction after Anti-VEGF Therapy

  • Yizhen Wang ,
  • Yaqi Wang,
  • Xianwen Liu,
  • Weiwei Cui,
  • Peng Jin,
  • Yuxia Cheng and
  • Gangyong Jia

18 September 2024

The development of telemedicine technology has provided new avenues for the diagnosis and treatment of patients with DME, especially after anti-vascular endothelial growth factor (VEGF) therapy, and accurate prediction of patients’ visual acuit...

  • Review
  • Open Access
14 Citations
6,970 Views
23 Pages

Enhancing Ophthalmic Diagnosis and Treatment with Artificial Intelligence

  • David B. Olawade,
  • Kusal Weerasinghe,
  • Mathugamage Don Dasun Eranga Mathugamage,
  • Aderonke Odetayo,
  • Nicholas Aderinto,
  • Jennifer Teke and
  • Stergios Boussios

28 February 2025

The integration of artificial intelligence (AI) in ophthalmology is transforming the field, offering new opportunities to enhance diagnostic accuracy, personalize treatment plans, and improve service delivery. This review provides a comprehensive ove...

  • Article
  • Open Access
1,917 Views
11 Pages

AI-Powered Smartphone Diagnostics for Convergence Insufficiency

  • Ahmad Khatib,
  • Shmuel Raz,
  • Haia Nasser,
  • Haneen Jabaly-Habib and
  • Ilan Shimshoni

Background: This study innovatively combines Artificial Intelligence (AI) algorithms with smartphone technology, automatically detecting the Near Point of Convergence (NPC) and diagnosing Convergence Insufficiency (CI) without the need for extra diag...

  • Article
  • Open Access
1,179 Views
27 Pages

Background: Despite advances in artificial intelligence (AI) for Diabetic Retinopathy (DR) classification, traditional severity-based approaches often lack interpretability and fail to capture specific lesion-centered characteristics. To address thes...

  • Review
  • Open Access
20 Citations
5,117 Views
16 Pages

Artificial Intelligence and Advanced Technology in Glaucoma: A Review

  • Emanuele Tonti,
  • Sofia Tonti,
  • Flavia Mancini,
  • Chiara Bonini,
  • Leopoldo Spadea,
  • Fabiana D’Esposito,
  • Caterina Gagliano,
  • Mutali Musa and
  • Marco Zeppieri

16 October 2024

Background: Glaucoma is a leading cause of irreversible blindness worldwide, necessitating precise management strategies tailored to individual patient characteristics. Artificial intelligence (AI) holds promise in revolutionizing the approach to gla...

  • Article
  • Open Access
92 Citations
6,168 Views
19 Pages

Automated Diabetic Retinopathy Detection Using Horizontal and Vertical Patch Division-Based Pre-Trained DenseNET with Digital Fundus Images

  • Sabiha Gungor Kobat,
  • Nursena Baygin,
  • Elif Yusufoglu,
  • Mehmet Baygin,
  • Prabal Datta Barua,
  • Sengul Dogan,
  • Orhan Yaman,
  • Ulku Celiker,
  • Hakan Yildirim and
  • U. Rajendra Acharya
  • + 3 authors

Diabetic retinopathy (DR) is a common complication of diabetes that can lead to progressive vision loss. Regular surveillance with fundal photography, early diagnosis, and prompt intervention are paramount to reducing the incidence of DR-induced visi...