Multimodal, multitask, multiattention (M3) deep learning detection of reticular pseudodrusen: Toward automated and accessible classification of age-related macular degeneration

OBJECTIVE: Reticular pseudodrusen (RPD), a key feature of age-related macular degeneration (AMD), are poorly detected by human experts on standard color fundus photography (CFP) and typically require advanced imaging modalities such as fundus autofluorescence (FAF). The objective was to develop and...

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Библиографические подробности
Опубликовано в: :J Am Med Inform Assoc
Главные авторы: Chen, Qingyu, Keenan, Tiarnan D.L, Allot, Alexis, Peng, Yifan, Agrón, Elvira, Domalpally, Amitha, Klaver, Caroline C. W, Luttikhuizen, Daniel T, Colyer, Marcus H, Cukras, Catherine A, Wiley, Henry E, Teresa Magone, M, Cousineau-Krieger, Chantal, Wong, Wai T, Zhu, Yingying, Chew, Emily Y, Lu, Zhiyong
Формат: Artigo
Язык:Inglês
Опубликовано: Oxford University Press 2021
Предметы:
Research and Applications
Online-ссылка:https://ncbi.nlm.nih.gov/pmc/articles/PMC8200273/
https://ncbi.nlm.nih.gov/pubmed/33792724
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jamia/ocaa302
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