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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Dettagli Bibliografici
Pubblicato in:Diagnostics (Basel)
Autori principali: Romanov, Andrej, Bach, Michael, Yang, Shan, Franzeck, Fabian C., Sommer, Gregor, Anastasopoulos, Constantin, Bremerich, Jens, Stieltjes, Bram, Weikert, Thomas, Sauter, Alexander Walter
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI 2021
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Article
Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC8143124/
https://ncbi.nlm.nih.gov/pubmed/33919094
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/diagnostics11050738
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