Universität zu Köln

Omoumi, Patrick, Ducarouge, Alexis, Tournier, Antoine, Harvey, Hugh, Kahn, Charles E., Jr., Louvet-de Verchere, Fanny, Pinto Dos Santos, Daniel, Kober, Tobias and Richiardi, Jonas (2021). To buy or not to buy-evaluating commercial AI solutions in radiology (the ECLAIR guidelines). Eur. Radiol., 31 (6). S. 3786 - 3797. NEW YORK: SPRINGER. ISSN 1432-1084

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Abstract

Artificial intelligence (AI) has made impressive progress over the past few years, including many applications in medical imaging. Numerous commercial solutions based on AI techniques are now available for sale, forcing radiology practices to learn how to properly assess these tools. While several guidelines describing good practices for conducting and reporting AI-based research in medicine and radiology have been published, fewer efforts have focused on recommendations addressing the key questions to consider when critically assessing AI solutions before purchase. Commercial AI solutions are typically complicated software products, for the evaluation of which many factors are to be considered. In this work, authors from academia and industry have joined efforts to propose a practical framework that will help stakeholders evaluate commercial AI solutions in radiology (the ECLAIR guidelines) and reach an informed decision. Topics to consider in the evaluation include the relevance of the solution from the point of view of each stakeholder, issues regarding performance and validation, usability and integration, regulatory and legal aspects, and financial and support services.

Item Type:	Journal Article
Creators:	Creators Email ORCID ORCID Put Code Omoumi, Patrick UNSPECIFIED UNSPECIFIED UNSPECIFIED Ducarouge, Alexis UNSPECIFIED UNSPECIFIED UNSPECIFIED Tournier, Antoine UNSPECIFIED UNSPECIFIED UNSPECIFIED Harvey, Hugh UNSPECIFIED UNSPECIFIED UNSPECIFIED Kahn, Charles E., Jr. UNSPECIFIED UNSPECIFIED UNSPECIFIED Louvet-de Verchere, Fanny UNSPECIFIED UNSPECIFIED UNSPECIFIED Pinto Dos Santos, Daniel UNSPECIFIED UNSPECIFIED UNSPECIFIED Kober, Tobias UNSPECIFIED UNSPECIFIED UNSPECIFIED Richiardi, Jonas UNSPECIFIED UNSPECIFIED UNSPECIFIED
URN:	urn:nbn:de:hbz:38-595566
DOI:	10.1007/s00330-020-07684-x
Journal or Publication Title:	Eur. Radiol.
Volume:	31
Number:	6
Page Range:	S. 3786 - 3797
Date:	2021
Publisher:	SPRINGER
Place of Publication:	NEW YORK
ISSN:	1432-1084
Language:	English
Faculty:	Unspecified
Divisions:	Unspecified
Subjects:	no entry
Uncontrolled Keywords:	Keywords Language Radiology, Nuclear Medicine & Medical Imaging Multiple languages
URI:	http://kups.ub.uni-koeln.de/id/eprint/59556