Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture

Explainable COVID-19 Detection on Chest X-rays Using an End-to-End Deep Convolutional Neural Network Architecture

The coronavirus pandemic is spreading around the world. Medical imaging modalities such as radiography play an important role in the fight against COVID-19. Deep learning (DL) techniques have been able to improve medical imaging tools and help radiologists to make clinical decisions for the diagnosi...

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Bibliographic Details
Main Authors: Mohamed Chetoui, Moulay A. Akhloufi, Bardia Yousefi, El Mostafa Bouattane
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Big Data and Cognitive Computing
Subjects:
COVID-19
convolutional neural networks
efficientnet
chest X-ray
pneumonia
radiology
Online Access:https://www.mdpi.com/2504-2289/5/4/73

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