A Novel Approach to Retinal Blood Vessel Segmentation Using Bi-LSTM-Based Networks

The morphology of blood vessels in retinal fundus images is a key biomarker for diagnosing conditions such as glaucoma, hypertension, and diabetic retinopathy. This study introduces a deep learning-based method for automatic blood vessel segmentation, trained from scratch on 44 clinician-annotated i...

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Bibliographic Details
Main Authors: Pere Marti-Puig, Kevin Mamaqi Kapllani, Bartomeu Ayala-Márquez
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/13/13/2043
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