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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Dettagli Bibliografici
Pubblicato in:J Am Med Inform Assoc
Autori principali: 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
Natura: Artigo
Lingua:Inglês
Pubblicazione: Oxford University Press 2021
Soggetti:
Research and Applications
Accesso online: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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