Hybrid Fusion of High-Resolution and Ultra-Widefield OCTA Acquisitions for the Automatic Diagnosis of Diabetic Retinopathy

Hybrid Fusion of High-Resolution and Ultra-Widefield OCTA Acquisitions for the Automatic Diagnosis of Diabetic Retinopathy

Optical coherence tomography angiography (OCTA) can deliver enhanced diagnosis for diabetic retinopathy (DR). This study evaluated a deep learning (DL) algorithm for automatic DR severity assessment using high-resolution and ultra-widefield (UWF) OCTA. Diabetic patients were examined with <inline...

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Bibliographic Details
Main Authors: Yihao Li, Mostafa El Habib Daho, Pierre-Henri Conze, Rachid Zeghlache, Hugo Le Boité, Sophie Bonnin, Deborah Cosette, Stephanie Magazzeni, Bruno Lay, Alexandre Le Guilcher, Ramin Tadayoni, Béatrice Cochener, Mathieu Lamard, Gwenolé Quellec
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Diagnostics
Subjects:
diabetic retinopathy classification
multimodal information fusion
deep learning
computer-aided diagnosis
Online Access:https://www.mdpi.com/2075-4418/13/17/2770

Internet

https://www.mdpi.com/2075-4418/13/17/2770

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