Automated Segmentation of Cardiac Inflammatory FDG PET Using a 3D-UNET Deep Learning Model

IF 3 4区医学 Q2 CARDIAC & CARDIOVASCULAR SYSTEMS

Journal of Nuclear Cardiology Pub Date : 2024-08-01 DOI:10.1016/j.nuclcard.2024.101978

Alexis Poitrasson-Rivière PhD , Michael D. Vanderver MSA, CNMT , Tomoe Hagio PhD , Liliana Arida-Moody BS , Jonathan B. Moody PhD , Jennifer M. Renaud MSc , Edward P. Ficaro PhD, FASNC , Venkatesh L. Murthy MD, PhD, FASNC

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使用 3D-UNET 深度学习模型自动分割心脏炎症 FDG PET

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来源期刊

Journal of Nuclear Cardiology 医学-核医学

CiteScore

5.30

自引率

20.80%

发文量

249

审稿时长

4-8 weeks

期刊介绍： Journal of Nuclear Cardiology is the only journal in the world devoted to this dynamic and growing subspecialty. Physicians and technologists value the Journal not only for its peer-reviewed articles, but also for its timely discussions about the current and future role of nuclear cardiology. Original articles address all aspects of nuclear cardiology, including interpretation, diagnosis, imaging equipment, and use of radiopharmaceuticals. As the official publication of the American Society of Nuclear Cardiology, the Journal also brings readers the latest information emerging from the Society''s task forces and publishes guidelines and position papers as they are adopted.