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...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:Diagnostics (Basel)
Autors principals: Romanov, Andrej, Bach, Michael, Yang, Shan, Franzeck, Fabian C., Sommer, Gregor, Anastasopoulos, Constantin, Bremerich, Jens, Stieltjes, Bram, Weikert, Thomas, Sauter, Alexander Walter
Format: Artigo
Idioma:Inglês
Publicat: MDPI 2021
Matèries:
Article
Accés en línia: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
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!

Ítems similars