Detection of Incidental Pulmonary Embolism on Conventional Contrast-Enhanced Chest CT: Comparison of an Artificial Intelligence Algorithm and Clinical Reports
Kiran Batra, Yin Xi, Khaled Mohammad Al-Hreish, Fernando Uliana Kay, Travis Browning, Chris Baker, Ronald M. Peshock
Abstract
Potential applications of the AI tool include serving as a second reader to help detect additional iPEs or as a worklist triage tool to allow earlier iPE detection and intervention. Various explanations of AI misclassifications may provide targets for model improvement.
Topics & Concepts
MedicinePulmonary embolismRadiologyAlgorithmRetrospective cohort studyDiagnostic accuracyArtificial intelligenceSurgeryComputer scienceVenous Thromboembolism Diagnosis and ManagementUltrasound in Clinical ApplicationsRadiation Dose and Imaging