Cancer Risk Estimation Combining Lung Screening CT with Clinical Data Elements

Abstract

The proposed co-learning predictive model combining chest CT images and CDEs had a higher performance for lung cancer risk prediction than models that contained only CDE or only image data; the proposed model also had a higher performance than the Brock model.<b>Keywords:</b> Computer-aided Diagnosis (CAD), CT, Lung, Thorax <i>Supplemental material is available for this article.</i> © RSNA, 2021.