Better Reporting of Studies on Artificial Intelligence: CONSORT-AI and Beyond

J Dent Res. 2021 Jul;100(7):677-680. doi: 10.1177/0022034521998337. Epub 2021 Mar 3.

Abstract

An increasing number of studies on artificial intelligence (AI) are published in the dental and oral sciences. The reporting, but also further aspects of these studies, suffer from a range of limitations. Standards towards reporting, like the recently published Consolidated Standards of Reporting Trials (CONSORT)-AI extension can help to improve studies in this emerging field, and the Journal of Dental Research (JDR) encourages authors, reviewers, and readers to adhere to these standards. Notably, though, a wide range of aspects beyond reporting, located along various steps of the AI lifecycle, should be considered when conceiving, conducting, reporting, or evaluating studies on AI in dentistry.

Keywords: clinical studies/trials; computer vision; decision-making; deep learning; personalized medicine; software engineering.

MeSH terms

  • Artificial Intelligence*
  • Research Design*