Litcius/Paper detail

Artificial Intelligence Applications for Workflow, Process Optimization and Predictive Analytics

Laurent Létourneau‐Guillon, David Camirand, F Guilbert, Reza Forghani

2020Neuroimaging Clinics of North America72 citationsDOIOpen Access PDF

Abstract

There is great potential for artificial intelligence (AI) applications, especially machine learning and natural language processing, in medical imaging. Much attention has been garnered by the image analysis tasks for diagnostic decision support and precision medicine, but there are many other potential applications of AI in radiology and have potential to enhance all levels of the radiology workflow and practice, including workflow optimization and support for interpretation tasks, quality and safety, and operational efficiency. This article reviews the important potential applications of informatics and AI related to process improvement and operations in the radiology department.

Topics & Concepts

WorkflowPredictive analyticsMedicineAnalyticsInformaticsArtificial intelligenceProcess (computing)Applications of artificial intelligenceDecision support systemData scienceComputer scienceEngineeringOperating systemDatabaseElectrical engineeringRadiomics and Machine Learning in Medical ImagingRadiology practices and educationArtificial Intelligence in Healthcare and Education