Multi-modal image classification of COVID-19 cases using computed tomography and X-rays scans

Multi-modal image classification of COVID-19 cases using computed tomography and X-rays scans

COVID pandemic across the world and the emergence of new variants have intensified the need to identify COVID-19 cases quickly and efficiently. In this paper, a novel dual-mode multi-modal approach is presented to detect a covid patient. This has been done using the combination of image of the chest...

Full description

Bibliographic Details
Main Authors: Nida Nasir, Afreen Kansal, Feras Barneih, Omar Al-Shaltone, Talal Bonny, Mohammad Al-Shabi, Ahmed Al Shammaa
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Intelligent Systems with Applications
Subjects:
Machine learning
Transfer learning
Adam optimiser
Binary cross entropy loss
Data augmentation
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305322000977

Internet

http://www.sciencedirect.com/science/article/pii/S2667305322000977

Similar Items