Multi-Modal AI for Multi-Label Retinal Disease Prediction Using OCT and Fundus Images: A Hybrid Approach

Multi-Modal AI for Multi-Label Retinal Disease Prediction Using OCT and Fundus Images: A Hybrid Approach

Ocular diseases can significantly affect vision and overall quality of life, with diagnosis often being time-consuming and dependent on expert interpretation. While previous computer-aided diagnostic systems have focused primarily on medical imaging, this paper proposes VisionTrack, a multi-modal AI...

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Bibliographic Details
Main Authors: Amina Zedadra, Mahmoud Yassine Salah-Salah, Ouarda Zedadra, Antonio Guerrieri
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Sensors
Subjects:
retinal image
ocular diseases
ophthalmology
Convolutional Neural Network (CNN)
Large Language Model (LLM)
Graph Neural Network (GNN)
Online Access:https://www.mdpi.com/1424-8220/25/14/4492
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