Blockchain-Federated-Learning and Deep Learning Models for COVID-19 Detection Using CT Imaging

With the increase of COVID-19 cases worldwide, an effective way is required to diagnose COVID-19 patients. The primary problem in diagnosing COVID-19 patients is the shortage and reliability of testing kits, due to the quick spread of the virus, medical practitioners are facing difficulty in identif...

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Bibliographic Details
Published in:	IEEE sensors journal 2021-07, Vol.21 (14), p.16301-16314
Main Authors:	Kumar, Rajesh, Khan, Abdullah Aman, Kumar, Jay, Zakria, Golilarz, Noorbakhsh Amiri, Zhang, Simin, Ting, Yang, Zheng, Chengyu, Wang, Wenyong
Format:	Article
Language:	English
Subjects:	Blockchain Collaborative work Computed tomography Computer networks Coronaviruses COVID-19 Cryptography Data models Data privacy Deep learning Federated learning Heterogeneity Hospitals Image segmentation Machine learning Object recognition Privacy privacy-preserved data sharing
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Online Access:	Get full text
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