An Efficient CNN-Based Automated Diagnosis Framework from COVID-19 CT Images

Corona Virus Disease-2019 (COVID-19) continues to spread rapidly in the world. It has dramatically affected daily lives, public health, and the world economy. This paper presents a segmentation and classification framework of COVID-19 images based on deep learning. Firstly, the classification proces...

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Veröffentlicht in:	Computers, materials & continua materials & continua, 2021, Vol.69 (1), p.1323-1341
Hauptverfasser:	El-Shafai, Walid, A. El-Hag, Noha, M. El-Banby, Ghada, A. M. Khalaf, Ashraf, F. Soliman, Naglaa, D. Algarni, Abeer, E. Abd El-Samie, Fathi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Automation Classification Computed tomography Coronaviruses COVID-19 Diagnosis Global economy Image acquisition Image classification Image segmentation Machine learning Medical imaging Pneumonia Public health Viral diseases
Online-Zugang:	Volltext
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