%0 Journal Article %A Mascalchi, Mario %A Romei, Chiara %A Marzi, Chiara %A Diciotti, Stefano %A Picozzi, Giulia %A Pistelli, Francesco %A Zappa, Marco %A Paci, Eugenio %A Carozzi, Francesca %A Gorini, Giuseppe %A Falaschi, Fabio %A Deliperi, Anna Lisa %A Camiciottoli, Gianna %A Carrozzi, Laura %A Puliti, Donella %T Pulmonary emphysema and coronary artery calcifications at baseline LDCT and long-term mortality in smokers and former smokers of the ITALUNG screening trial. %J European radiology %V 33 %N 5 %@ 0938-7994 %C Heidelberg %I Springer %M DKFZ-2023-00428 %P 3115-3123 %D 2023 %Z #EA:C020# / 2023 May;33(5):3115-3123 %X Cardiovascular disease (CVD), lung cancer (LC), and respiratory diseases are main causes of death in smokers and former smokers undergoing low-dose computed tomography (LDCT) for LC screening. We assessed whether quantification of pulmonary emphysematous changes at baseline LDCT has a predictive value concerning long-term mortality.In this longitudinal study, we assessed pulmonary emphysematous changes with densitometry (volume corrected relative area below - 950 Hounsfield units) and coronary artery calcifications (CAC) with a 0-3 visual scale in baseline LDCT of 524 participants in the ITALUNG trial and analyzed their association with mortality after 13.6 years of follow-up using conventional statistics and a machine learning approach.Pulmonary emphysematous changes were present in 32.3 %K Cardiovascular disease (Other) %K Cause of death (Other) %K Lung neoplasm (Other) %K Pulmonary emphysema (Other) %K Smokers (Other) %F PUB:(DE-HGF)16 %9 Journal Article %$ pmid:36854875 %R 10.1007/s00330-023-09504-4 %U https://inrepo02.dkfz.de/record/274082