Automated CT Lung Density Analysis of Viral Pneumonia and Healthy Lungs Using Deep Learning-Based Segmentation, Histograms and HU Thresholds

CT patterns of viral pneumonia are usually only qualitatively described in radiology reports. Artificial intelligence enables automated and reliable segmentation of lungs with chest CT. Based on this, the purpose of this study was to derive meaningful imaging biomarkers reflecting CT patterns of vir...

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Detalles Bibliográficos
Autores principales: Romanov, Andrej, Bach, Michael, Yang, Shan, Franzeck, Fabian C., Sommer, Gregor, Anastasopoulos, Constantin, Bremerich, Jens, Stieltjes, Bram, Weikert, Thomas, Sauter, Alexander Walter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143124/
https://www.ncbi.nlm.nih.gov/pubmed/33919094
http://dx.doi.org/10.3390/diagnostics11050738

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8143124/
https://www.ncbi.nlm.nih.gov/pubmed/33919094
http://dx.doi.org/10.3390/diagnostics11050738

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