Automated computer-based CT stratification as a predictor of outcome in hypersensitivity pneumonitis.

Joseph JacobB J BartholmaiS RajagopalanR KarwoskiS M MakW MokG Della CasaK SuginoS L F WalshA U WellsD M Hansell

Published in: European radiology (2017)

• Computer CT analysis better predicts mortality than visual CT analysis in HP. • Quantitative CT analysis is equivalent to functional indices for prognostication in HP. • Prognostication using the ILD-GAP model improves when combined with quantitative CT analysis.

Keyphrases

computed tomography
image quality
contrast enhanced
magnetic resonance imaging
deep learning
positron emission tomography
type diabetes
machine learning
rheumatoid arthritis
interstitial lung disease
risk factors
systemic sclerosis