A multi-task deep learning model for the classification of Age-related Macular Degeneration

Age-related Macular Degeneration (AMD) is a leading cause of blindness. Although the Age-Related Eye Disease Study group previously developed a 9-step AMD severity scale for manual classification of AMD severity from color fundus images, manual grading of images is time-consuming and expensive. Buil...

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Vydáno v:AMIA Jt Summits Transl Sci Proc
Hlavní autoři: Chen, Qingyu, Peng, Yifan, Keenan, Tiarnan, Dharssi, Shazia, Agro´n, Elvira, Wong, Wai T., Chew, Emily Y., Lu, Zhiyong
Médium: Artigo
Jazyk:Inglês
Vydáno: American Medical Informatics Association 2019
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On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6568069/
https://ncbi.nlm.nih.gov/pubmed/31259005
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