Explainable COVID-19 detection using fractal dimension and vision transformer with Grad-CAM on cough sounds

The polymerase chain reaction (PCR) test is not only time-intensive but also a contact method that puts healthcare personnel at risk. Thus, contactless and fast detection tests are more valuable. Cough sound is an important indicator of COVID-19, and in this paper, a novel explainable scheme is deve...

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Detalles Bibliográficos
Autores principales: Sobahi, Nebras, Atila, Orhan, Deniz, Erkan, Sengur, Abdulkadir, Acharya, U. Rajendra
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nalecz Institute of Biocybernetics and Biomedical Engineering of the Polish Academy of Sciences. Published by Elsevier B.V. 2022
Materias:
Original Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444505/
https://www.ncbi.nlm.nih.gov/pubmed/36092540
http://dx.doi.org/10.1016/j.bbe.2022.08.005

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9444505/
https://www.ncbi.nlm.nih.gov/pubmed/36092540
http://dx.doi.org/10.1016/j.bbe.2022.08.005

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