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LMBiS-Net: A lightweight bidirectional skip connection based multipath CNN for retinal blood vessel segmentation

Abstract Blinding eye diseases are often related to changes in retinal structure, which can be detected by analysing retinal blood vessels in fundus images. However, existing techniques struggle to accurately segment these delicate vessels. Although deep learning has shown promise in medical image s...

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Bibliografische gegevens
Hoofdauteurs: Mufassir Matloob Abbasi, Shahzaib Iqbal, Khursheed Aurangzeb, Musaed Alhussein, Tariq M. Khan
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2024-07-01
Reeks:Scientific Reports
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Online toegang:https://doi.org/10.1038/s41598-024-63496-9
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