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Multiple instance learning based classification of diabetic retinopathy in weakly-labeled widefield OCTA en face images

Diabetic retinopathy (DR), a pathologic change of the human retinal vasculature, is the leading cause of blindness in working-age adults with diabetes mellitus. Optical coherence tomography angiography (OCTA), a functional extension of optical coherence tomography, has shown potential as a tool for...

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Detalles Bibliográficos
Autores principales: Matten, Philipp, Scherer, Julius, Schlegl, Thomas, Nienhaus, Jonas, Stino, Heiko, Niederleithner, Michael, Schmidt-Erfurth, Ursula M., Leitgeb, Rainer A., Drexler, Wolfgang, Pollreisz, Andreas, Schmoll, Tilman
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10226980/
https://www.ncbi.nlm.nih.gov/pubmed/37248309
http://dx.doi.org/10.1038/s41598-023-35713-4