Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development
Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development
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DOI：
10.2967/jnumed.121.262567
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发表时间：
2022-04-01
影响因子：
9.3
通讯作者：
Buvat, Irene
中科院分区：
文献类型：
--
作者：
Bradshaw, Tyler J.;Boellaard, Ronald;Buvat, Irene
核医学领域在开发人工智能（AI）算法方面的学术和商业兴趣迅速扩大。用户和开发人员可以通过识别和遵循AI算法开发中的最佳实践来避免AI的一些陷阱。在本文中，提供了在核医学中开发人工智能算法的技术最佳实践的建议，从一般建议开始，然后继续描述如何在核医学中的特定主题中实践这些原则。这份报告是由核医学和分子成像学会的人工智能工作组编写的。
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.