Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Aakash D. Shanbhag; Robert J.H. Miller; Konrad Pieszko; Mark Lemley; Paul Kavanagh; Attila Feher; Edward J. Miller; Albert J. Sinusas; Philipp A. Kaufmann; Donghee Han; Cathleen Huang; Joanna X. Liang; Daniel S. Berman; Damini Dey; Piotr J. Slomka

doi:10.2967/jnumed.122.264429

Research ArticleBasic Science Investigation

Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Aakash D. Shanbhag, Robert J.H. Miller, Konrad Pieszko, Mark Lemley, Paul Kavanagh, Attila Feher, Edward J. Miller, Albert J. Sinusas, Philipp A. Kaufmann, Donghee Han, Cathleen Huang, Joanna X. Liang, Daniel S. Berman, Damini Dey and Piotr J. Slomka

Journal of Nuclear Medicine March 2023, 64 (3) 472-478; DOI: https://doi.org/10.2967/jnumed.122.264429

Aakash D. Shanbhag

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Robert J.H. Miller

2Department of Cardiac Sciences, University of Calgary, Calgary, Alberta, Canada;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Konrad Pieszko

3Department of Interventional Cardiology and Cardiac Surgery, University of Zielona Góra, Zielona Góra, Poland;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Mark Lemley

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Paul Kavanagh

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Attila Feher

4Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut; and

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Edward J. Miller

4Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut; and

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Albert J. Sinusas

4Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut; and

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Philipp A. Kaufmann

5Cardiac Imaging, Department of Nuclear Medicine, University Hospital Zurich, Zurich, Switzerland

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Donghee Han

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Cathleen Huang

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Joanna X. Liang

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Daniel S. Berman

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Damini Dey

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Piotr J. Slomka

1Departments of Medicine (Division of Artificial Intelligence in Medicine), Imaging, and Biomedical Sciences, Cedars–Sinai Medical Center, Los Angeles, California;

Find this author on Google Scholar
Find this author on PubMed
Search for this author on this site

Article
Figures & Data
Supplemental
Info & Metrics
PDF

SNMMI members

SNMMI Member Login

Individuals

Non-Member Login

PreviousNext

In this issue

Journal of Nuclear Medicine

Vol. 64, Issue 3

March 1, 2023

Table of Contents
Table of Contents (PDF)
About the Cover
Index by author
Complete Issue (PDF)

Download PDF

Article Alerts

User Name *

Password *

Email *

Email Article

Thank you for your interest in spreading the word on Journal of Nuclear Medicine.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Your Email *

Your Name *

Send To *

Enter multiple addresses on separate lines or separate them with commas.

You are going to email the following Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Message Subject (Your Name) has sent you a message from Journal of Nuclear Medicine

Message Body (Your Name) thought you would like to see the Journal of Nuclear Medicine web site.

Your Personal Message

Citation Tools

Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Journal of Nuclear Medicine Mar 2023, 64 (3) 472-478; DOI: 10.2967/jnumed.122.264429

Citation Manager Formats

BibTeX
Bookends
EasyBib
EndNote (tagged)
EndNote 8 (xml)
Medlars
Mendeley
Papers
RefWorks Tagged
Ref Manager
RIS
Zotero

Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Journal of Nuclear Medicine Mar 2023, 64 (3) 472-478; DOI: 10.2967/jnumed.122.264429

Share This Article:

Tweet Widget
Facebook Like
Google Plus One

Bookmark this article

User Name *

Password *

Remember my user name & password.

Jump to section

Article
Figures & Data
Supplemental
Info & Metrics
PDF

PubMed
Google Scholar

Cited By...

No citing articles found.

Google Scholar

Keywords

attenuation correction
SPECT
myocardial perfusion imaging
deep learning
artificial intelligence

Main menu

User menu

Search

Deep Learning–Based Attenuation Correction Improves Diagnostic Accuracy of Cardiac SPECT

Individuals

In this issue

Citation Manager Formats

Related Articles

Cited By...

More in this TOC Section

Similar Articles

Keywords