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更好地报告人工智能研究:CONSORT-AI 及其他。

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

机构信息

Department of Oral Diagnostics, Digital Health and Health Services Research, Charité-Universitätsmedizin Berlin, Berlin, Germany.

出版信息

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 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.

摘要

越来越多的关于人工智能(AI)的研究发表在牙科和口腔科学领域。这些研究的报告,以及其他方面,都存在一系列的局限性。报告的标准,如最近发布的临床试验报告的统一标准(CONSORT)-AI 扩展,可以帮助改进这个新兴领域的研究,鼓励作者、评论者和读者遵守这些标准。值得注意的是,在构思、进行、报告或评估牙科人工智能研究时,除了报告之外,还应该考虑到沿着 AI 生命周期的各个步骤的广泛方面。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ae1a/8217901/c172b55ecfdc/10.1177_0022034521998337-fig1.jpg

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