Radiomics-based machine learning differentiates “ground-glass” opacities due to COVID-19 from acute non-COVID-19 lung disease

Ground-glass opacities (GGOs) are a non-specific high-resolution computed tomography (HRCT) finding tipically observed in early Coronavirus disesase 19 (COVID-19) pneumonia. However, GGOs are also seen in other acute lung diseases, thus making challenging the differential diagnosis. To this aim, we...

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Detalles Bibliográficos
Autores principales: Delli Pizzi, Andrea, Chiarelli, Antonio Maria, Chiacchiaretta, Piero, Valdesi, Cristina, Croce, Pierpaolo, Mastrodicasa, Domenico, Villani, Michela, Trebeschi, Stefano, Serafini, Francesco Lorenzo, Rosa, Consuelo, Cocco, Giulio, Luberti, Riccardo, Conte, Sabrina, Mazzamurro, Lucia, Mereu, Manuela, Patea, Rosa Lucia, Panara, Valentina, Marinari, Stefano, Vecchiet, Jacopo, Caulo, Massimo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8390673/
https://www.ncbi.nlm.nih.gov/pubmed/34446812
http://dx.doi.org/10.1038/s41598-021-96755-0

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