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OtherClinical Investigations (Human)

Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction

Jacek Kwiecinski, Evangelos Tzolos, Mohammed Meah, Sebastien Cadet, Philip D Adamson, Kajetan Grodecki, Nikhil V Joshi, Alastair J Moss, Michelle C Williams, Edwin JR van Beek, Daniel S. Berman, David E Newby, Damini Dey, Marc R Dweck and Piotr J. Slomka
Journal of Nuclear Medicine April 2021, jnumed.121.262283; DOI: https://doi.org/10.2967/jnumed.121.262283
Jacek Kwiecinski
1 Cedars-Sinai Medical Center, United States;
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Evangelos Tzolos
1 Cedars-Sinai Medical Center, United States;
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Mohammed Meah
2 University of Edinburgh, United Kingdom;
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Sebastien Cadet
1 Cedars-Sinai Medical Center, United States;
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Philip D Adamson
3 University of Otago, New Zealand;
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Kajetan Grodecki
1 Cedars-Sinai Medical Center, United States;
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Nikhil V Joshi
4 University of Bristol, United Kingdom
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Alastair J Moss
2 University of Edinburgh, United Kingdom;
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Michelle C Williams
2 University of Edinburgh, United Kingdom;
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Edwin JR van Beek
2 University of Edinburgh, United Kingdom;
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Daniel S. Berman
1 Cedars-Sinai Medical Center, United States;
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David E Newby
2 University of Edinburgh, United Kingdom;
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Damini Dey
1 Cedars-Sinai Medical Center, United States;
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Marc R Dweck
2 University of Edinburgh, United Kingdom;
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Piotr J. Slomka
1 Cedars-Sinai Medical Center, United States;
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Article Information

jnumed.121.262283
DOI 
https://doi.org/10.2967/jnumed.121.262283
PubMed 
33893193

Published By 
Society of Nuclear Medicine
Print ISSN 
0161-5505
Online ISSN 
2159-662X
History 
  • Published online April 23, 2021.

Article Versions

  • You are currently viewing a previous version of this article (April 23, 2021 - 13:46).
  • View the most recent version of this article
Copyright & Usage 
Copyright © 2021 by the Society of Nuclear Medicine and Molecular Imaging, Inc.

Author Information

  1. Jacek Kwiecinski1,
  2. Evangelos Tzolos1,
  3. Mohammed Meah2,
  4. Sebastien Cadet1,
  5. Philip D Adamson3,
  6. Kajetan Grodecki1,
  7. Nikhil V Joshi4,
  8. Alastair J Moss2,
  9. Michelle C Williams2,
  10. Edwin JR van Beek2,
  11. Daniel S. Berman1,
  12. David E Newby2,
  13. Damini Dey1,
  14. Marc R Dweck2 and
  15. Piotr J. Slomka1
  1. 1 Cedars-Sinai Medical Center, United States;
  2. 2 University of Edinburgh, United Kingdom;
  3. 3 University of Otago, New Zealand;
  4. 4 University of Bristol, United Kingdom
  1. For correspondence or reprints contact: Piotr J. Slomka, Cedars-Sinai Medical Center, 8700 Beverly Blvd, Los Angeles, CA 90048, United States. E-mail: piotr.slomka@cshs.org

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Journal of Nuclear Medicine: 66 (5)
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Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction
Jacek Kwiecinski, Evangelos Tzolos, Mohammed Meah, Sebastien Cadet, Philip D Adamson, Kajetan Grodecki, Nikhil V Joshi, Alastair J Moss, Michelle C Williams, Edwin JR van Beek, Daniel S. Berman, David E Newby, Damini Dey, Marc R Dweck, Piotr J. Slomka
Journal of Nuclear Medicine Apr 2021, jnumed.121.262283; DOI: 10.2967/jnumed.121.262283

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Machine-learning with 18F-sodium fluoride PET and quantitative plaque analysis on CT angiography for the future risk of myocardial infarction
Jacek Kwiecinski, Evangelos Tzolos, Mohammed Meah, Sebastien Cadet, Philip D Adamson, Kajetan Grodecki, Nikhil V Joshi, Alastair J Moss, Michelle C Williams, Edwin JR van Beek, Daniel S. Berman, David E Newby, Damini Dey, Marc R Dweck, Piotr J. Slomka
Journal of Nuclear Medicine Apr 2021, jnumed.121.262283; DOI: 10.2967/jnumed.121.262283
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Keywords

  • Cardiology (clinical)
  • Molecular imaging
  • PET/CT
  • 18F-NaF positron emission tomography
  • computed tomography
  • machine-learning
  • Myocardial infarction
  • quantitative plaque analysis
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