Applications of artificial intelligence/machine learning approaches in cardiovascular medicine: a systematic review with recommendations.

Sarah Friedrich Stefan GrossInke R KönigSandy EngelhardtMartin BahlsJudith HeinzCynthia HuberLars KaderaliMarcus KelmAndreas LehaJasmin RühlJens SchallerClemens SchererMarcus VollmerTim SeidlerTim Friede

Published in: European heart journal. Digital health (2021)

A major finding is that methodology may overlap even with similar data. Since we observed marked variation in quality, reporting of the evaluation and transparency of data and methods urgently need to be improved.

Keyphrases

artificial intelligence
big data
machine learning
deep learning
electronic health record
clinical practice
emergency department
quality improvement