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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...
Autores principales: | Shaukat, Natasha, Amin, Javeria, Sharif, Muhammad, Azam, Faisal, Kadry, Seifedine, Krishnamoorthy, Sujatha |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
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 |
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