Journal
JOURNAL OF NUCLEAR MEDICINE
Volume 63, Issue 4, Pages 500-510Publisher
SOC NUCLEAR MEDICINE INC
DOI: 10.2967/jnumed.121.262567
Keywords
computer; PACS; research methods; statistics; algorithm; artificial intelligence; best practices
Funding
- AI Task Force acknowledge Bonnie Clarke
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This article provides recommendations on technical best practices for developing AI algorithms in nuclear medicine, aiming to help users and developers avoid pitfalls of AI.
The nuclear medicine field has seen a rapid expansion of academic and commercial interest in developing artificial intelligence (AI) algorithms. Users and developers can avoid some of the pitfalls of AI by recognizing and following best practices in AI algorithm development. In this article, recommendations on technical best practices for developing AI algorithms in nuclear medicine are provided, beginning with general recommendations and then continuing with descriptions of how one might practice these principles for specific topics within nuclear medicine. This report was produced by the AI Task Force of the Society of Nuclear Medicine and Molecular Imaging.
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