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Critical appraisal of artificial intelligence-based prediction models for cardiovascular disease

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Abstract The medical field has seen a rapid increase in the development of artificial intelligence (AI)-based prediction models. With the introduction of such AI-based prediction model tools and software in… Click to show full abstract

Abstract The medical field has seen a rapid increase in the development of artificial intelligence (AI)-based prediction models. With the introduction of such AI-based prediction model tools and software in cardiovascular patient care, the cardiovascular researcher and healthcare professional are challenged to understand the opportunities as well as the limitations of the AI-based predictions. In this article, we present 12 critical questions for cardiovascular health professionals to ask when confronted with an AI-based prediction model. We aim to support medical professionals to distinguish the AI-based prediction models that can add value to patient care from the AI that does not.

Keywords: based prediction; intelligence based; artificial intelligence; prediction models; prediction

Journal Title: European Heart Journal
Year Published: 2022

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