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The effect of machine learning explanations on user trust for automated diagnosis of COVID-19

Recent years have seen deep neural networks (DNN) gain widespread acceptance for a range of computer vision tasks that include medical imaging. Motivated by their performance, multiple studies have focused on designing deep convolutional neural network architectures tailored to detect COVID-19 cases...

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Detalles Bibliográficos
Autores principales: Goel, Kanika, Sindhgatta, Renuka, Kalra, Sumit, Goel, Rohan, Mutreja, Preeti
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9080676/
https://www.ncbi.nlm.nih.gov/pubmed/35551007
http://dx.doi.org/10.1016/j.compbiomed.2022.105587