Skip to main content

Main menu

  • Home
  • Content
    • Current
    • Ahead of print
    • Past Issues
    • JNM Supplement
    • SNMMI Annual Meeting Abstracts
    • Continuing Education
    • JNM Podcasts
  • Subscriptions
    • Subscribers
    • Institutional and Non-member
    • Rates
    • Journal Claims
    • Corporate & Special Sales
  • Authors
    • Submit to JNM
    • Information for Authors
    • Assignment of Copyright
    • AQARA requirements
  • Info
    • Reviewers
    • Permissions
    • Advertisers
  • About
    • About Us
    • Editorial Board
    • Contact Information
  • More
    • Alerts
    • Feedback
    • Help
    • SNMMI Journals
  • SNMMI
    • JNM
    • JNMT
    • SNMMI Journals
    • SNMMI

User menu

  • Subscribe
  • My alerts
  • Log in
  • My Cart

Search

  • Advanced search
Journal of Nuclear Medicine
  • SNMMI
    • JNM
    • JNMT
    • SNMMI Journals
    • SNMMI
  • Subscribe
  • My alerts
  • Log in
  • My Cart
Journal of Nuclear Medicine

Advanced Search

  • Home
  • Content
    • Current
    • Ahead of print
    • Past Issues
    • JNM Supplement
    • SNMMI Annual Meeting Abstracts
    • Continuing Education
    • JNM Podcasts
  • Subscriptions
    • Subscribers
    • Institutional and Non-member
    • Rates
    • Journal Claims
    • Corporate & Special Sales
  • Authors
    • Submit to JNM
    • Information for Authors
    • Assignment of Copyright
    • AQARA requirements
  • Info
    • Reviewers
    • Permissions
    • Advertisers
  • About
    • About Us
    • Editorial Board
    • Contact Information
  • More
    • Alerts
    • Feedback
    • Help
    • SNMMI Journals
  • View or Listen to JNM Podcast
  • Visit JNM on Facebook
  • Join JNM on LinkedIn
  • Follow JNM on Twitter
  • Subscribe to our RSS feeds
Meeting ReportPhysics, Instrumentation & Data Sciences

HiResPET: high resolution PET image generation using deep convolution encoder decoder network

Isaac Shiri, Kevin Leung, Pardis Ghafarian, Parham Geramifar, Mehrdad Oveisi, Mohammad Reza Ay and Arman Rahmim
Journal of Nuclear Medicine May 2019, 60 (supplement 1) 1368;
Isaac Shiri
4Department of Biomedical and Health Informatics Rajaie Cardiovascular Medical and Research Center Tehran Iran, Islamic Republic of
8Research Center for Molecular and Cellular Imaging Tehran University of Medical Sciences Tehran Iran, Islamic Republic of
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Kevin Leung
2Department of Biomedical Engineering Johns Hopkins University Baltimore MD United States
3Department of Radiology and Radiological Science Johns Hopkins University Baltimore MD United States
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Pardis Ghafarian
5Chronic Respiratory Diseases Research Center, NRITLD Shahid Beheshti University of Medical Sciences Tehran Iran, Islamic Republic of
6PET/CT and Cyclotron Center, Masih Daneshvari Hospital Shahid Beheshti University of Medical Sciences Tehran Iran, Islamic Republic of
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Parham Geramifar
9Research Center for Nuclear Medicine, Shariati Hospital Tehran University of Medical Sciences Tehran Iran, Islamic Republic of
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mehrdad Oveisi
4Department of Biomedical and Health Informatics Rajaie Cardiovascular Medical and Research Center Tehran Iran, Islamic Republic of
10Department of Computer Science University of British Columbia Vancouver BC Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Mohammad Reza Ay
7Department of Medical Physics and Biomedical Engineering Tehran University of Medical Sciences Tehran Iran, Islamic Republic of
8Research Center for Molecular and Cellular Imaging Tehran University of Medical Sciences Tehran Iran, Islamic Republic of
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Arman Rahmim
11Departments of Radiology and Physics & Astronomy University of British Columbia Vancouver BC Canada
1Department of Integrative Oncology BC Cancer Research Center Vancouver BC Canada
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • Info & Metrics
Loading

Article Figures & Data

Figures

  • Tables
  • Figure1
    • Download figure
    • Open in new tab
    • Download powerpoint

Tables

  • Figures
  • Summary statistic of quantitative parameters in test and validation sets

    Data-SetStatisticRMSEPSNRSSIMRelative error (%)Pearson correlation
    Test-SetMean0.0017 55.470.9990.110.99 
    SD0.00052.730.00010.010.01
    Min0.000546.910.997-1.890.97
    Max0.004564.620.9991.781
    Validation-SetMean0.001656.470.9990.100.99
    SD0.00031.450.00010.020.02
    Min0.000445.820.998-1.750.98
    Max0.004365.780.9992.011
Previous
Back to top

In this issue

Journal of Nuclear Medicine
Vol. 60, Issue supplement 1
May 1, 2019
  • Table of Contents
  • Index by author
Article Alerts
Sign In to Email Alerts with your Email Address
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.

Enter multiple addresses on separate lines or separate them with commas.
HiResPET: high resolution PET image generation using deep convolution encoder decoder network
(Your Name) has sent you a message from Journal of Nuclear Medicine
(Your Name) thought you would like to see the Journal of Nuclear Medicine web site.
Citation Tools
HiResPET: high resolution PET image generation using deep convolution encoder decoder network
Isaac Shiri, Kevin Leung, Pardis Ghafarian, Parham Geramifar, Mehrdad Oveisi, Mohammad Reza Ay, Arman Rahmim
Journal of Nuclear Medicine May 2019, 60 (supplement 1) 1368;

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
HiResPET: high resolution PET image generation using deep convolution encoder decoder network
Isaac Shiri, Kevin Leung, Pardis Ghafarian, Parham Geramifar, Mehrdad Oveisi, Mohammad Reza Ay, Arman Rahmim
Journal of Nuclear Medicine May 2019, 60 (supplement 1) 1368;
Twitter logo Facebook logo LinkedIn logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One
Bookmark this article

Jump to section

  • Article
  • Figures & Data
  • Info & Metrics

Related Articles

  • No related articles found.
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

Physics, Instrumentation & Data Sciences

  • Clinical feasibility of quantitative holmium-166 SPECT in presence of technetium-99m colloid
  • 3D Structural Convolutional Sparse Coding for PET Image Reconstruction
  • Exploration of Multi-objective Optimization with Genetic Algorithms for PET Image Reconstruction
Show more Physics, Instrumentation & Data Sciences

Image Generation Posters

  • On Enhancing Monte-Carlo Scatter Correction for Y90 Bremsstrahlung SPECT using Guided Filtering
  • Data-driven rigid motion correction of PET brain images using list mode reconstruction
  • Simultaneous Attenuation Correction and Reconstruction of PET Images Using Deep Convolutional Encoder Decoder Networks from Emission Data
Show more Image Generation Posters

Similar Articles

SNMMI

© 2025 SNMMI

Powered by HighWire