Association between diabetes, diabetic retinopathy, and glaucoma

Y Li, W Mitchell, T Elze, N Zebardast - Current Diabetes Reports, 2021 - Springer
Abstract Purpose of Review The strength of the relationship between diabetes, diabetic
retinopathy (DR), and glaucoma remains controversial. We review evidence supporting and …

Comprehensive review on the use of artificial intelligence in ophthalmology and future research directions

N Anton, B Doroftei, S Curteanu, L Catãlin, OD Ilie… - Diagnostics, 2022 - mdpi.com
Background: Having several applications in medicine, and in ophthalmology in particular,
artificial intelligence (AI) tools have been used to detect visual function deficits, thus playing …

Neuro-symbolic learning: Principles and applications in ophthalmology

M Hassan, H Guan, A Melliou, Y Wang, Q Sun… - arXiv preprint arXiv …, 2022 - arxiv.org
Neural networks have been rapidly expanding in recent years, with novel strategies and
applications. However, challenges such as interpretability, explainability, robustness, safety …

Classification algorithms used in predicting glaucoma progression

F Tarcoveanu, F Leon, S Curteanu, D Chiselita… - Healthcare, 2022 - mdpi.com
In this paper, various machine learning algorithms were used in order to predict the
evolution of open-angle glaucoma (POAG). The datasets were built containing clinical …

Applications of artificial intelligence and bioinformatics methodologies in the analysis of ocular biofluid markers: a scoping review

A Pucchio, SH Krance, DR Pur, J Bhatti, A Bassi… - Graefe's Archive for …, 2024 - Springer
Purpose This scoping review summarizes the applications of artificial intelligence (AI) and
bioinformatics methodologies in analysis of ocular biofluid markers. The secondary objective …

Assessing changes in diabetic retinopathy caused by diabetes mellitus and glaucoma using support vector machines in combination with differential evolution …

N Anton, EN Dragoi, F Tarcoveanu, RE Ciuntu, C Lisa… - Applied Sciences, 2021 - mdpi.com
The aim of this study is to evaluate the changes related to diabetic retinopathy (DR)(no
changes, small or moderate changes) in patients with glaucoma and diabetes using artificial …

Effect of the gut microbiome in glaucoma risk from the causal perspective

Y Wu, R Shi, H Chen, Z Zhang, S Bao… - BMJ Open …, 2024 - bmjophth.bmj.com
Objective Evidence from observational studies has reported possible associations between
the gut microbiome (GM) and glaucoma. However, the causal effect of GM on glaucoma risk …

Artificial intelligence and diabetes technology: a review

T Gautier, LB Ziegler, MS Gerber, E Campos-Náñez… - Metabolism, 2021 - Elsevier
Artificial intelligence (AI) is widely discussed in the popular literature and is portrayed as
impacting many aspects of human life, both in and out of the workplace. The potential for …

The use of artificial neural networks in studying the progression of glaucoma

F Târcoveanu, F Leon, C Lisa, S Curteanu, A Feraru… - Scientific Reports, 2024 - nature.com
In ophthalmology, artificial intelligence methods show great promise due to their potential to
enhance clinical observations with predictive capabilities and support physicians in …

The role of artificial intelligence in analysis of biofluid markers for diagnosis and management of glaucoma: A systematic review

A Pucchio, S Krance, DR Pur, A Bassi… - European Journal …, 2023 - journals.sagepub.com
Purpose This review focuses on utility of artificial intelligence (AI) in analysis of biofluid
markers in glaucoma. We detail the accuracy and validity of AI in the exploration of …