Retinal detection of kidney disease and diabetes

Retinal detection of kidney disease and diabetes

Chronic kidney disease and type 2 diabetes can be detected from retinal photographs using deep-learning models trained on large datasets.

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Bibliographische Detailangaben
Veröffentlicht in:Nature biomedical engineering 2021-06, Vol.5 (6), p.487-489
Hauptverfasser: Mitani, Akinori, Hammel, Naama, Liu, Yun
Format: Artikel
Sprache:eng
Schlagworte:
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Biomedical and Life Sciences
Biomedical Engineering/Biotechnology
Biomedicine
Deep learning
Diabetes
Diabetes mellitus (non-insulin dependent)
Kidney diseases
News & Views
news-and-views
Retina
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Beschreibung
Zusammenfassung:Chronic kidney disease and type 2 diabetes can be detected from retinal photographs using deep-learning models trained on large datasets.
ISSN:2157-846X
2157-846X
DOI:10.1038/s41551-021-00747-4