This site needs JavaScript to work properly. Please enable it to take advantage of the complete set of features!

Skip to main page content

Add to Collections

Your saved search

Name of saved search:

Search terms:

Test search terms

Would you like email updates of new search results?

Yes
No

Email: (change)

Frequency:

Which day?

Which day?

Report format:

Send at most:

Send even when there aren't any new results

Optional text in email:

Your RSS Feed

. 2024 Sep 23;2(3):qyae098.

doi: 10.1093/ehjimp/qyae098. eCollection 2024 Jul.

Can artificial intelligence-derived coronary atherosclerotic characteristics using CCTA/CACS predict the future onset of atrial fibrillation?

Andrew Chiou¹, Melody Hermel², Christina Rodriguez Ruiz³, Alexander van Rosendael⁴, Tim Burton⁵, Francesca Calicchio⁵, Samantha Bagsic⁵, Eric Hu⁵, Elizabeth Epstein¹, Casey Joye⁶, Shawn Newlander⁷, Michael Salerno⁸, Sanjeev P Bhavnani¹, Austin Robinson¹, Jorge Gonzalez⁹, George E Wesbey 3rd⁹

Affiliations

Affiliations

¹ Division of Cardiovascular Disease, Scripps Clinic, 9898 Genesee Avenue, AMP 400, La Jolla, CA 92037, USA.
² Division of Cardiovascular Disease, Scripps Health & United Medical Doctors, La Jolla, CA, USA.
³ Department of Cardiology, Memorial Care Long Beach Medical Center, Long Beach, CA, USA.
⁴ Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.
⁵ Department of Research & Development, Biostatistics, Scripps Health, La Jolla, CA, USA.
⁶ Department of Biological Science, Northwestern University, Evanston, IL, USA.
⁷ Department of Medical Physics, Scripps Health, La Jolla, CA, USA.
⁸ Department of Cardiovascular Disease, Stanford University, Palo Alto, CA, USA.
⁹ Division of Cardiovascular Disease & Radiology, Scripps Clinic, La Jolla, CA, USA.

PMID: 39391530
PMCID: PMC11465160
DOI: 10.1093/ehjimp/qyae098

Can artificial intelligence-derived coronary atherosclerotic characteristics using CCTA/CACS predict the future onset of atrial fibrillation?

Andrew Chiou et al. Eur Heart J Imaging Methods Pract. 2024.

. 2024 Sep 23;2(3):qyae098.

doi: 10.1093/ehjimp/qyae098. eCollection 2024 Jul.

Authors

Andrew Chiou¹, Melody Hermel², Christina Rodriguez Ruiz³, Alexander van Rosendael⁴, Tim Burton⁵, Francesca Calicchio⁵, Samantha Bagsic⁵, Eric Hu⁵, Elizabeth Epstein¹, Casey Joye⁶, Shawn Newlander⁷, Michael Salerno⁸, Sanjeev P Bhavnani¹, Austin Robinson¹, Jorge Gonzalez⁹, George E Wesbey 3rd⁹

Affiliations

¹ Division of Cardiovascular Disease, Scripps Clinic, 9898 Genesee Avenue, AMP 400, La Jolla, CA 92037, USA.
² Division of Cardiovascular Disease, Scripps Health & United Medical Doctors, La Jolla, CA, USA.
³ Department of Cardiology, Memorial Care Long Beach Medical Center, Long Beach, CA, USA.
⁴ Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands.
⁵ Department of Research & Development, Biostatistics, Scripps Health, La Jolla, CA, USA.
⁶ Department of Biological Science, Northwestern University, Evanston, IL, USA.
⁷ Department of Medical Physics, Scripps Health, La Jolla, CA, USA.
⁸ Department of Cardiovascular Disease, Stanford University, Palo Alto, CA, USA.
⁹ Division of Cardiovascular Disease & Radiology, Scripps Clinic, La Jolla, CA, USA.

PMID: 39391530
PMCID: PMC11465160
DOI: 10.1093/ehjimp/qyae098

No abstract available

PubMed Disclaimer

Conflict of interest statement

Conflict of interest: A.v.R. serves on the scientific advisory board of CLEERLY. There are no disclosures for the remaining authors.

Figures

Figure 1. — Figure 1.
Basic characteristics of the study population and analysis of AI-derived coronary plaque characteristics comparing the atrial fibrillation and control group.

See this image and copyright information in PMC

References

1. Vaziri SM, Larson MG, Benjamin EJ, Levy D. Echocardiographic predictors of nonrheumatic atrial fibrillation. The Framingham Heart Study. Circulation 1994;89:724–30. - PubMed
1. O'Neal WT, Efird JT, Dawood FZ, Yeboah J, Alonso A, Heckbert SR et al. Coronary artery calcium and risk of atrial fibrillation (from the multi-ethnic study of atherosclerosis). Am J Cardiol 2014;114:1707–12. - PMC - PubMed
1. Griffin WF, Choi AD, Riess JS, Marques H, Chang HJ, Choi JH et al. AI evaluation of stenosis on coronary CTA, comparison with quantitative coronary angiography and fractional flow reserve: a CREDENCE trial substudy. JACC Cardiovasc Imaging 2023;16:193–205. - PubMed
1. Wasserthal J, Breit HC, Meyer MT, Pradella M, Hinck D, Sauter AW et al. TotalSegmentator: robust segmentation of 104 anatomic structures in CT images. Radiol Artif Intell 2023;5:e230024. - PMC - PubMed
1. Heeringa J, van der Kuip DA, Hofman A, Kors JA, van Rooij FJ, Lip GY et al. Subclinical atherosclerosis and risk of atrial fibrillation: the Rotterdam study. Arch Intern Med 2007;167:382–7. - PubMed

Grants and funding

UL1 TR002550/TR/NCATS NIH HHS/United States

LinkOut - more resources

Full Text Sources
- PubMed Central