Gunnar Gudmundsson

Deep learning classification of radiologic pattern is associated with progression of interstitial lung abnormalities and with survival.

RATIONALE Interstitial lung abnormalities (ILA) are common, but not all progress, highlighting the need for objective computed tomography (CT)-based biomarkers for risk stratification. OBJECTIVE To determine whether deep learning-based classification of usual interstitial pneumonia (UIP) is associated with fibrosis p...