Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography

Both reverse transcription-PCR (RT-PCR) and chest X-rays are used for the diagnosis of the coronavirus disease-2019 (COVID-19). However, COVID-19 pneumonia does not have a defined set of radiological findings. Our work aims to investigate radiomic features and classification models to differentiate...

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Detalles Bibliográficos
Autores principales: de Moura, Luís Vinícius, Mattjie, Christian, Dartora, Caroline Machado, Barros, Rodrigo C., Marques da Silva, Ana Maria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Digital Health
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801500/
https://www.ncbi.nlm.nih.gov/pubmed/35112097
http://dx.doi.org/10.3389/fdgth.2021.662343

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801500/
https://www.ncbi.nlm.nih.gov/pubmed/35112097
http://dx.doi.org/10.3389/fdgth.2021.662343

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