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An Explainable AI Approach for the Rapid Diagnosis of COVID-19 Using Ensemble Learning Algorithms

BACKGROUND: Artificial intelligence-based disease prediction models have a greater potential to screen COVID-19 patients than conventional methods. However, their application has been restricted because of their underlying black-box nature. OBJECTIVE: To addressed this issue, an explainable artifici...

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Detalles Bibliográficos
Autores principales: Gong, Houwu, Wang, Miye, Zhang, Hanxue, Elahe, Md Fazla, Jin, Min
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9253566/
https://www.ncbi.nlm.nih.gov/pubmed/35801239
http://dx.doi.org/10.3389/fpubh.2022.874455