Artificial intelligence in ophthalmology: The path to the real-world clinic

Z Li, L Wang, X Wu, J Jiang, W Qiang, H **e… - Cell Reports …, 2023 - cell.com
Artificial intelligence (AI) has great potential to transform healthcare by enhancing the
workflow and productivity of clinicians, enabling existing staff to serve more patients …

[HTML][HTML] Advances in optical coherence tomography imaging technology and techniques for choroidal and retinal disorders

J Ong, A Zarnegar, G Corradetti, SR Singh… - Journal of Clinical …, 2022 - mdpi.com
Optical coherence tomography (OCT) imaging has played a pivotal role in the field of retina.
This light-based, non-invasive imaging modality provides high-quality, cross-sectional …

Accurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2d scans

O Avram, B Durmus, N Rakocz, G Corradetti… - Nature Biomedical …, 2024 - nature.com
The application of machine learning to tasks involving volumetric biomedical imaging is
constrained by the limited availability of annotated datasets of three-dimensional (3D) scans …

Automated identification of incomplete and complete retinal epithelial pigment and outer retinal atrophy using machine learning

JN Chiang, G Corradetti, MG Nittala, F Corvi… - Ophthalmology …, 2023 - Elsevier
Objective To assess and validate a deep learning algorithm to automatically detect
incomplete retinal pigment epithelial and outer retinal atrophy (iRORA) and complete retinal …

Robust amd stage grading with exclusively octa modality leveraging 3D volume

H Zhang, A Heinke, CMB Galang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Age-related Macular Degeneration (AMD) is a degenerative eye disease that
causes central vision loss. Optical Coherence Tomography Angiography (OCTA) is an …

Automated large-scale prediction of exudative AMD progression using machine-read OCT biomarkers

A Rudas, JN Chiang, G Corradetti, N Rakocz… - PLOS Digital …, 2023 - journals.plos.org
Age-related Macular Degeneration (AMD) is a major cause of irreversible vision loss in
individuals over 55 years old in the United States. One of the late-stage manifestations of …

Hybrid classical–quantum neural networks enhanced by quantum architecture search for coronary artery stenosis detection

S Li, J Cui, J Ren - Neurocomputing, 2025 - Elsevier
The quantum circuit is a pivotal component of the hybrid classical–quantum neural network,
and its efficacy influences the network's overall performance. Given the vast number of …

A multi-modal AI-driven cohort selection tool to predict suboptimal non-responders to aflibercept loading-phase for neovascular age-related macular degeneration …

M Chorev, J Haderlein, S Chandra, G Menon… - Journal of Clinical …, 2023 - mdpi.com
Patients diagnosed with exudative neovascular age-related macular degeneration are
commonly treated with anti-vascular endothelial growth factor (anti-VEGF) agents. However …

Deep learning-driven automated quality assessment of ultra-widefield optical coherence tomography angiography images for diabetic retinopathy

Y **, F Gui, M Chen, X Chen, H Li, J Zhang - The Visual Computer, 2024 - Springer
Image quality assessment (IQA) of fundus images constitutes a foundational step in
automated disease analysis. This process is pivotal in supporting the automation of …

Prediction of activity in eyes with macular neovascularization due to age-related macular degeneration using deep learning

G Corradetti, N Rakocz, JN Chiang, O Avram… - Eye, 2024 - nature.com
Optical coherence tomography (OCT) technology has been particularly transformative for the
clinical management of agerelated macular degeneration (AMD) as it provides …