Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset

Detection of COVID-19 Using Transfer Learning and Grad-CAM Visualization on Indigenously Collected X-ray Dataset

The COVID-19 outbreak began in December 2019 and has dreadfully affected our lives since then. More than three million lives have been engulfed by this newest member of the corona virus family. With the emergence of continuously mutating variants of this virus, it is still indispensable to successfu...

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Bibliographic Details
Main Authors: Muhammad Umair, Muhammad Shahbaz Khan, Fawad Ahmed, Fatmah Baothman, Fehaid Alqahtani, Muhammad Alian, Jawad Ahmad
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
COVID-19
artificial intelligence
transfer learning
CNN
X-ray images
Online Access:https://www.mdpi.com/1424-8220/21/17/5813

Internet

https://www.mdpi.com/1424-8220/21/17/5813

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