AI for Multistructure Incidental Findings and Mortality Prediction at Chest CT in Lung Cancer Screening
Anna M Marcinkiewicz, Mikołaj Buchwald, Aakash Shanbhag, Bryan Bednarski, Aditya Killekar, Robert J.H. Miller, Valerie Builoff, Mark Lemley, Daniel S. Berman, Damini Dey, Piotr J. Slomka
Abstract
A fully automated artificial intelligence model integrated multistructure segmentation, feature extraction, and quantification methods from chest CT scans to identify high-risk extrapulmonary features and predict mortality.
Topics & Concepts
MedicineLung cancerLung cancer screeningRadiologyLungOncologyInternal medicineRadiomics and Machine Learning in Medical ImagingLung Cancer Diagnosis and TreatmentAdvanced X-ray and CT Imaging