A Clinical Framework for Evaluating Machine Learning Studies

JACC Heart Fail. 2022 Sep;10(9):648-650. doi: 10.1016/j.jchf.2022.07.002. Epub 2022 Aug 10.

Authors

Lama Ghazi¹, Tariq Ahmad², Francis Perry Wilson³

Affiliations

¹ Clinical and Translational Research Accelerator, Yale School of Medicine, New Haven, Connecticut, USA.
² Section of Cardiovascular Medicine, Yale School of Medicine, New Haven, Connecticut, USA.
³ Clinical and Translational Research Accelerator, Yale School of Medicine, New Haven, Connecticut, USA. Electronic address: francis.p.wilson@yale.edu.

PMID: 35963817
DOI: 10.1016/j.jchf.2022.07.002

No abstract available

Keywords: evaluation; implementation science; machine learning; prediction; prognostic modeling.

Publication types

Editorial
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MeSH terms

Algorithms
Heart Failure*
Humans
Machine Learning