Cancer Risk Estimation Combining Lung Screening CT with Clinical Data Elements.

Riqiang Gao Yucheng Tang Mirza S Khan Kaiwen XuAlexis B PaulsonShelbi SullivanYuankai HuoStephen DeppenPierre P MassionKim L Sandler Bennett A Landman

Published in: Radiology. Artificial intelligence (2021)

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.Keywords: Computer-aided Diagnosis (CAD), CT, Lung, Thorax Supplemental material is available for this article. © RSNA, 2021.

Keyphrases

computed tomography
image quality
dual energy
contrast enhanced
deep learning
magnetic resonance imaging
coronary artery disease
big data
optical coherence tomography
pet ct