Covid-19 detection via deep neural network and occlusion sensitivity maps

Deep learning approaches have attracted a lot of attention in the automatic detection of Covid-19 and transfer learning is the most common approach. However, majority of the pre-trained models are trained on color images, which can cause inefficiencies when fine-tuning the models on Covid-19 images...

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Bibliographic Details
Main Authors: Muhammad Aminu, Noor Atinah Ahmad, Mohd Halim Mohd Noor
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:Alexandria Engineering Journal
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1110016821002076