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Weakly Supervised Sensitive Heatmap framework to classify and localize diabetic retinopathy lesions

Vision loss happens due to diabetic retinopathy (DR) in severe stages. Thus, an automatic detection method applied to diagnose DR in an earlier phase may help medical doctors to make better decisions. DR is considered one of the main risks, leading to blindness. Computer-Aided Diagnosis systems play...

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Detalles Bibliográficos
Autores principales: Al-Mukhtar, Mohammed, Morad, Ameer Hussein, Albadri, Mustafa, Islam, MD Samiul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8655092/
https://www.ncbi.nlm.nih.gov/pubmed/34880311
http://dx.doi.org/10.1038/s41598-021-02834-7