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Artificial intelligence in retinal disease: clinical application, challenges, and future directions
Retinal diseases are a leading cause of blindness in developed countries, accounting for
the largest share of visually impaired children, working-age adults (inherited retinal …
the largest share of visually impaired children, working-age adults (inherited retinal …
Deep learning applications to classification and detection of age-related macular degeneration on optical coherence tomography imaging: a review
Age-related macular degeneration (AMD) is one of the leading causes of blindness in the
elderly, more commonly in developed countries. Optical coherence tomography (OCT) is a …
elderly, more commonly in developed countries. Optical coherence tomography (OCT) is a …
Automated deep learning-based AMD detection and staging in real-world OCT datasets (PINNACLE study report 5)
Real-world retinal optical coherence tomography (OCT) scans are available in abundance
in primary and secondary eye care centres. They contain a wealth of information to be …
in primary and secondary eye care centres. They contain a wealth of information to be …
Validation of an automated artificial intelligence algorithm for the quantification of major OCT parameters in diabetic macular edema
E Midena, L Toto, L Frizziero, G Covello… - Journal of clinical …, 2023 - mdpi.com
Artificial intelligence (AI) and deep learning (DL)-based systems have gained wide interest
in macular disorders, including diabetic macular edema (DME). This paper aims to validate …
in macular disorders, including diabetic macular edema (DME). This paper aims to validate …
Performance of retinal fluid monitoring in OCT imaging by automated deep learning versus human expert grading in neovascular AMD
Purpose To evaluate the reliability of automated fluid detection in identifying retinal fluid
activity in OCT scans of patients treated with anti-VEGF therapy for neovascular age-related …
activity in OCT scans of patients treated with anti-VEGF therapy for neovascular age-related …
Faricimab in Neovascular AMD complicated by pigment epithelium detachment: an AI-Assisted evaluation of early morphological changes
D Veritti, V Sarao, M Gonfiantini, L Rubinato… - Ophthalmology and …, 2024 - Springer
Introduction This study investigates the early temporal changes in pigment epithelial
detachment (PED) morphology following treatment with faricimab in patients with …
detachment (PED) morphology following treatment with faricimab in patients with …
[HTML][HTML] The impact of artificial intelligence on retinal disease management: Vision Academy retinal expert consensus
It is likely that current clinical practice will need to change following the application of AI-
enabled medical devices. These devices are likely to have an impact on the management of …
enabled medical devices. These devices are likely to have an impact on the management of …
Integrating artificial intelligence into an ophthalmologist's workflow: obstacles and opportunities
P Taribagil, HDJ Hogg, K Balaskas… - Expert Review of …, 2023 - Taylor & Francis
Introduction Demand in clinical services within the field of ophthalmology is predicted to rise
over the future years. Artificial intelligence, in particular, machine learning-based systems …
over the future years. Artificial intelligence, in particular, machine learning-based systems …
A systematic evaluation of human expert agreement on optical coherence tomography biomarkers using multiple devices
M Michl, M Neschi, A Kaider, K Hatz, G Deak… - Eye, 2023 - nature.com
Objectives To assess the agreement in evaluating optical coherence tomography (OCT)
variables in the leading macular diseases such as neovascular age-related macular …
variables in the leading macular diseases such as neovascular age-related macular …
[HTML][HTML] Long-term effect of fluid volumes during the maintenance phase in neovascular age-related macular degeneration: results from Fight Retinal Blindness!
Objective To investigate the effect of macular fluid volumes (subretinal fluid [SRF],
intraretinal fluid [IRF], and pigment epithelium detachment [PED]) after initial treatment on …
intraretinal fluid [IRF], and pigment epithelium detachment [PED]) after initial treatment on …