Three-Dimensional Semantic Segmentation of Diabetic Retinopathy Lesions and Grading Using Transfer Learning

Diabetic retinopathy (DR) is a drastic disease. DR embarks on vision impairment when it is left undetected. In this article, learning-based techniques are presented for the segmentation and classification of DR lesions. The pre-trained Xception model is utilized for deep feature extraction in the se...

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Detalles Bibliográficos
Autores principales: Shaukat, Natasha, Amin, Javeria, Sharif, Muhammad, Azam, Faisal, Kadry, Seifedine, Krishnamoorthy, Sujatha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501488/
https://www.ncbi.nlm.nih.gov/pubmed/36143239
http://dx.doi.org/10.3390/jpm12091454

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501488/
https://www.ncbi.nlm.nih.gov/pubmed/36143239
http://dx.doi.org/10.3390/jpm12091454

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