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The development of artificial intelligence (AI) and deep learning provided precise image recognition and classification in the medical field. Ophthalmology is an exceptional department to translate AI applications since noninvasive imaging is routinely used for the diagnosis and monitoring. In recent years, AI-based image interpretation of optical coherence tomography and fundus photograph in retinal diseases has been extended to diabetic retinopathy, age-related macular degeneration, and retinopathy of prematurity. The rapid development of portable ocular monitoring devices coupled with AI-informed interpretations allows possible home monitoring or remote monitoring of retinal diseases and patients to gain autonomy and responsibility for their conditions. This review discusses the current research and application of AI, telemedicine, and home monitoring devices on retinal disease. Furthermore, we propose a future model of how AI and digital technology could be implemented in retinal diseases.
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http://dx.doi.org/10.4103/tjo.TJO-D-23-00028 | DOI Listing |
Cereb Cortex
August 2025
Nencki Institute of Experimental Biology, PAS, 3 Pasteur Street, 02-093 Warsaw, Poland.
In the visual cortices, receptive fields (RFs) are arranged in a gradient from small sizes in the center of the visual field to the largest sizes at the periphery. Using functional magnetic resonance imaging (fMRI) mapping of population RFs, we investigated RF adaptation in V1, V2, and V3 in patients after long-term photoreceptor degeneration affecting the central (Stargardt disease [STGD]) and peripheral (Retinitis Pigmentosa [RP]) regions of the retina. In controls, we temporarily limited the visual field to the central 10° to model peripheral loss.
View Article and Find Full Text PDFProc Natl Acad Sci U S A
September 2025
State Key Laboratory of Bioactive Molecules and Druggability Assessment, Guangdong Province Key Laboratory of Pharmacodynamic Constituents of Traditional Chinese Medicine and New Drugs Research, International Cooperative Laboratory of Traditional Chinese Medicine Modernization and Innovative Drug De
Proliferative retinopathy is a leading cause of irreversible blindness in humans; however, the molecular mechanisms behind the immune cell-mediated retinal angiogenesis remain poorly elucidated. Here, using single-cell RNA sequencing in an oxygen-induced retinopathy (OIR) model, we identified an enrichment of sorting nexin (SNX)-related pathways, with SNX3, a member of the SNX family that is involved in endosomal sorting and trafficking, being significantly upregulated in the myeloid cell subpopulations of OIR retinas. Immunostaining showed that SNX3 expression is markedly increased in the retinal microglia/macrophages of mice with OIR, which is mainly located within and around the neovascular tufts.
View Article and Find Full Text PDFMetabolomics
September 2025
Laboratoire de Biochimie et Biologie Moléculaire, Centre Hospitalier Universitaire, Angers, France.
Introduction: The definition of Leber's hereditary optic neuropathy (LHON) does not take into account a preclinical phase during which the thickness of retinal nerve fiber layer (RNFL) is increased, prior to optic nerve atrophy, reducing the chances of visual recovery.
Objectives: Search for a metabolomic signature characterizing this preclinical phase and identify biomarkers predicting the risk of LHON onset.
Methods And Results: The blood and tear metabolomic profiles of 90 asymptomatic LHON mutation carriers followed for one year will be explored as a function of RNFL thickness and compared to those of a healthy control.
ACS Appl Mater Interfaces
September 2025
School of Science, RMIT University, P.O. Box 2476, Melbourne 3001, Australia.
Lutein is a plant pigment beneficial for eye health and for preventing retinal-related diseases. However, lutein is unstable, with low oral bioavailability. In this study, lutein fromwas loaded into cubosome lipid nanocarriers, both neutral (lutein-MO) and cationic (lutein-MO-DOTAP); the release, stability, and retinal penetration of the drug were improved.
View Article and Find Full Text PDFJ Med Econ
September 2025
Janssen Scientific Affairs, LLC, Titusville, New Jersey.
Objectives: To provide insights into the financial burden and opportunity cost of vision loss from retinitis pigmentosa (RP) in the US by using net present value (NPV) of direct medical and nonmedical costs.
Methods: Assumptions, including economic (discount rate, median income, cost-of-living, Social Security and Medicare taxes, public insurance/supplemental benefits, nutrition assistance, and prescription drug assistance), medical (federal National Health Expenditure tables, a recent retrospective claims analysis, and Optum Health claims database) and demographic (mortality rate, increase in mortality due to visual impairment, progression of blindness, probability of survival, retirement rate, rate of disability, and RP diagnosis probability) were made to develop a NPV model. Scenario analyses were performed on benefits and costs arising from patients with RP, if vision could be preserved via novel gene therapies.