Topological data analysis and machine learning for COVID-19 detection in CT scan lung images

Abstract COVID-19 has claimed the lives of thousands over the past years. Although pathogenic laboratory testing is the established standard, it carries a significant drawback with a notable rate of false negatives. Consequently, there is an urgent need for alternative diagnostic approaches to comba...

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Bibliographic Details
Main Authors: Rabih Assaf, Abbas Rammal, Alban Goupil, Mohammad Kacim, Valeriu Vrabie
Format: Article
Language:English
Published: BMC 2025-04-01
Series:BMC Biomedical Engineering
Subjects:
Online Access:https://doi.org/10.1186/s42490-025-00089-1
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