Level-set based adaptive-active contour segmentation technique with long short-term memory for diabetic retinopathy classification

Level-set based adaptive-active contour segmentation technique with long short-term memory for diabetic retinopathy classification

Diabetic Retinopathy (DR) is a major type of eye defect that is caused by abnormalities in the blood vessels within the retinal tissue. Early detection by automatic approach using modern methodologies helps prevent consequences like vision loss. So, this research has developed an effective segmentat...

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Bibliographic Details
Main Authors: Ashok Bhansali, Rajkumar Patra, Mohamed Abouhawwash, S. S. Askar, Mohan Awasthy, K. B. V. Brahma Rao
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-12-01
Series:Frontiers in Bioengineering and Biotechnology
Subjects:
adaptive-active counter model
diabetic retinopathy
gray level co-occurrence matrix
level set method with improved boundary indicator function
long short term memory
Online Access:https://www.frontiersin.org/articles/10.3389/fbioe.2023.1286966/full

Internet

https://www.frontiersin.org/articles/10.3389/fbioe.2023.1286966/full

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