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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:Diagnostics (Basel)
Päätekijät: Romanov, Andrej, Bach, Michael, Yang, Shan, Franzeck, Fabian C., Sommer, Gregor, Anastasopoulos, Constantin, Bremerich, Jens, Stieltjes, Bram, Weikert, Thomas, Sauter, Alexander Walter
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: MDPI 2021
Aiheet:
Article
Linkit: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
Tagit: Lisää tagi
Ei tageja, Lisää ensimmäinen tagi!

Samankaltaisia teoksia