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Visualizing Deep Learning Models for the Detection of Referable Diabetic Retinopathy and Glaucoma

IMPORTANCE: Convolutional neural networks have recently been applied to ophthalmic diseases; however, the rationale for the outputs generated by these systems is inscrutable to clinicians. A visualization tool is needed that would enable clinicians to understand important exposure variables in real...

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Bibliographic Details
Published in:JAMA Ophthalmol
Main Authors: Keel, Stuart, Wu, Jinrong, Lee, Pei Ying, Scheetz, Jane, He, Mingguang
Format: Artigo
Language:Inglês
Published: American Medical Association 2018
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC6440231/
https://ncbi.nlm.nih.gov/pubmed/30570648
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1001/jamaophthalmol.2018.6035
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