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The Effect of Image Resolution on Deep Learning in Radiography

PURPOSE: To examine variations of convolutional neural network (CNN) performance for multiple chest radiograph diagnoses and image resolutions. MATERIALS AND METHODS: This retrospective study examined CNN performance using the publicly available National Institutes of Health chest radiograph dataset...

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Detalhes bibliográficos
Publicado no:Radiol Artif Intell
Main Authors: Sabottke, Carl F., Spieler, Bradley M.
Formato: Artigo
Idioma:Inglês
Publicado em: Radiological Society of North America 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8017385/
https://ncbi.nlm.nih.gov/pubmed/33937810
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1148/ryai.2019190015
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