# Automatic pulmonary vessel segmentation on noncontrast chest CT: deep learning algorithm developed using spatiotemporally matched virtual noncontrast images and low-keV contrast-enhanced vessel maps

> Research article (European Radiology, 2021) · cited 30× · AI/ML

**Wikidata**: [openalex:W3161907156](https://www.wikidata.org/wiki/openalex:W3161907156)  
**Source**: https://4ort.xyz/entity/automatic-pulmonary-vessel-segmentation-on-noncontrast-chest-ct-deep-learning-algorithm-developed-using-spatiotemporally