Session-by-Session Prediction of Anti-Endothelial Growth Factor Injection Needs in Neovascular Age-Related Macular Degeneration Using Optical-Coherence-Tomography-Derived Features and Machine Learning

Session-by-Session Prediction of Anti-Endothelial Growth Factor Injection Needs in Neovascular Age-Related Macular Degeneration Using Optical-Coherence-Tomography-Derived Features and Machine Learning

Background/Objectives: Neovascular age-related macular degeneration (nAMD) is a retinal disorder leading to irreversible central vision loss. The pro-re-nata (PRN) treatment for nAMD involves frequent intravitreal injections of anti-VEGF medications, placing a burden on patients and healthcare syste...

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Main Authors: Flavio Ragni, Stefano Bovo, Andrea Zen, Diego Sona, Katia De Nadai, Ginevra Giovanna Adamo, Marco Pellegrini, Francesco Nasini, Chiara Vivarelli, Marco Tavolato, Marco Mura, Francesco Parmeggiani, Giuseppe Jurman
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Diagnostics
Subjects:
neovascular age-related macular degeneration
optical coherence tomography
anti-VEGF drugs
artificial intelligence
machine learning
injection prediction
Online Access:https://www.mdpi.com/2075-4418/14/23/2609
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