Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development

Tyler Bradshaw; Ronald Boellaard; Joyita Dutta; Abhinav Jha; Paul Jacobs; Quanzheng Li; Chi Liu; Arkadiusz Sitek; Babak Saboury; Peter Scott; Piotr Slomka; John Sunderland; Richard Wahl; Fereshteh Yousefirizi; Sven Zuehlsdorff; Arman Rahmim; Irène Buvat

doi:10.2967/jnumed.121.262567

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Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development

Journal article

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Peer reviewed

Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development

Tyler Bradshaw, Ronald Boellaard, Joyita Dutta, Abhinav Jha, Paul Jacobs, Quanzheng Li, Chi Liu, Arkadiusz Sitek, Babak Saboury, Peter Scott, …

The Journal of nuclear medicine (1978), Vol.63(4), pp.jnumed.121.262567-510

11/05/2021

DOI: 10.2967/jnumed.121.262567

PMCID: PMC10949110

PMID: 34740952

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Abstract

The nuclear medicine field has seen a rapid expansion of academic and commercial interests 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 for technical best practices for developing AI algorithms in nuclear medicine are provided, beginning with general recommendations followed by descriptions on 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.

Life Sciences

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Title: Subtitle: Nuclear Medicine and Artificial Intelligence: Best Practices for Algorithm Development
Creators: Tyler Bradshaw - University of Wisconsin–Madison
Ronald Boellaard - Department of Radiology & Nuclear Medicine, Cancer Centre Amsterdam, Amsterdam University Medical Centres.
Joyita Dutta - University of Massachusetts Lowell
Abhinav Jha - Washington University in St. Louis
Paul Jacobs - MIM Software Inc., United States.
Quanzheng Li - Massachusetts General Hospital
Chi Liu - Yale University
Arkadiusz Sitek - Sano Centre for Computational Medicine.
Babak Saboury - National Institutes of Health Clinical Center
Peter Scott - University of Michigan–Ann Arbor
Piotr Slomka - Cedars-Sinai Medical Center
John Sunderland - University of Iowa
Richard Wahl - Mallinckrodt
Fereshteh Yousefirizi - Department of Integrative Oncology, BC Cancer Research Institute.
Sven Zuehlsdorff - Medical Solutions
Arman Rahmim - University of British Columbia
Irène Buvat - University of Paris-Saclay
Resource Type: Journal article
Publication Details: The Journal of nuclear medicine (1978), Vol.63(4), pp.jnumed.121.262567-510
DOI: 10.2967/jnumed.121.262567
PMID: 34740952
PMCID: PMC10949110
NLM abbreviation: J Nucl Med
ISSN: 0161-5505
eISSN: 1535-5667
Publisher: Society of Nuclear Medicine
Language: English
Date published: 11/05/2021
Academic Unit: Radiology; Physics and Astronomy; Radiation Oncology
Record Identifier: 9984312967102771

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