Cluster analysis and ensemble transfer learning for COVID-19 classification from computed tomography scans

Cluster analysis and ensemble transfer learning for COVID-19 classification from computed tomography scans

The paper presents a brief analysis of publications utilizing the public SARS-CoV-2 dataset, consisting of patients’ computer tomography scans captured from Brazil hospitals and an experimental setup addressing the found data challenges. The analysis shows that all protocols, with one exception, suf...

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Bibliographic Details
Main Authors: Lyubomir Gotsev, Ivan Mitkov, Eugenia Kovatcheva, Boyan Jekov, Roumen Nikolov, Elena Shoikova, Milena Petkova
Format: Article
Language:English
Published: Universitas Ahmad Dahlan 2022-07-01
Series:IJAIN (International Journal of Advances in Intelligent Informatics)
Subjects:
covid-19
computed tomography
clustering
transfer learning
ensemble learning
Online Access:https://ijain.org/index.php/IJAIN/article/view/817

Internet

https://ijain.org/index.php/IJAIN/article/view/817

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