Generalizability assessment of COVID-19 3D CT data for deep learning-based disease detection

BACKGROUND: Artificial intelligence technologies in classification/detection of COVID-19 positive cases suffer from generalizability. Moreover, accessing and preparing another large dataset is not always feasible and time-consuming. Several studies have combined smaller COVID-19 CT datasets into “su...

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Detalles Bibliográficos
Autores principales: Fallahpoor, Maryam, Chakraborty, Subrata, Heshejin, Mohammad Tavakoli, Chegeni, Hossein, Horry, Michael James, Pradhan, Biswajeet
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971071/
https://www.ncbi.nlm.nih.gov/pubmed/35390746
http://dx.doi.org/10.1016/j.compbiomed.2022.105464

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8971071/
https://www.ncbi.nlm.nih.gov/pubmed/35390746
http://dx.doi.org/10.1016/j.compbiomed.2022.105464

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