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Multiple instance learning detects peripheral arterial disease from high-resolution color fundus photography

Peripheral arterial disease (PAD) is caused by atherosclerosis and is a common disease of the elderly leading to excess morbidity and mortality. Early PAD diagnosis is important, as the only available causal therapy is addressing risk factors like smoking, hypercholesterolemia or hypertension. Howev...

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Detalles Bibliográficos
Autores principales: Mueller, Simon, Wintergerst, Maximilian W. M., Falahat, Peyman, Holz, Frank G., Schaefer, Christian, Schahab, Nadjib, Finger, Robert P., Schultz, Thomas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8792038/
https://www.ncbi.nlm.nih.gov/pubmed/35082343
http://dx.doi.org/10.1038/s41598-022-05169-z