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2D alpha-shapes to quantify retinal microvasculature morphology and their application to proliferative diabetic retinopathy characterisation in fundus photographs

The use of 2D alpha-shapes (α-shapes) to quantify morphological features of the retinal microvasculature could lead to imaging biomarkers for proliferative diabetic retinopathy (PDR). We tested our approach using the MESSIDOR dataset that consists of colour fundus photographs from 547 healthy indivi...

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Detalles Bibliográficos
Autores principales: Pead, Emma, Giarratano, Ylenia, Tatham, Andrew J., Bernabeu, Miguel O., Dhillon, Baljean, Trucco, Emanuele, MacGillivray, Tom
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8613232/
https://www.ncbi.nlm.nih.gov/pubmed/34819594
http://dx.doi.org/10.1038/s41598-021-02329-5