Direct Attenuation Correction Using Deep Learning for Cardiac SPECT: A Feasibility Study

Jaewon Yang; Luyao Shi; Rui Wang; Edward J. Miller; Albert J. Sinusas; Chi Liu; Grant T. Gullberg; Youngho Seo

doi:10.2967/jnumed.120.256396

Research ArticlePhysics and Instrumentation: SPECT and SPECT/CT

Direct Attenuation Correction Using Deep Learning for Cardiac SPECT: A Feasibility Study

Jaewon Yang, Luyao Shi, Rui Wang, Edward J. Miller, Albert J. Sinusas, Chi Liu, Grant T. Gullberg and Youngho Seo

Journal of Nuclear Medicine November 2021, 62 (11) 1645-1652; DOI: https://doi.org/10.2967/jnumed.120.256396

Jaewon Yang

1Physics Research Laboratory, Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California;

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Luyao Shi

2Biomedical Engineering, Yale University, New Haven, Connecticut;

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Rui Wang

3Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut;

4Department of Engineering Physics, Tsinghua University, Beijing, China; and

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Edward J. Miller

3Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut;

5Internal Medicine (Cardiology), Yale University, New Haven, Connecticut

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Albert J. Sinusas

2Biomedical Engineering, Yale University, New Haven, Connecticut;

3Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut;

5Internal Medicine (Cardiology), Yale University, New Haven, Connecticut

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Chi Liu

2Biomedical Engineering, Yale University, New Haven, Connecticut;

3Radiology and Biomedical Imaging, Yale University, New Haven, Connecticut;

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Grant T. Gullberg

1Physics Research Laboratory, Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California;

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Youngho Seo

1Physics Research Laboratory, Department of Radiology and Biomedical Imaging, University of California San Francisco, San Francisco, California;

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Direct Attenuation Correction Using Deep Learning for Cardiac SPECT: A Feasibility Study

Jaewon Yang, Luyao Shi, Rui Wang, Edward J. Miller, Albert J. Sinusas, Chi Liu, Grant T. Gullberg, Youngho Seo

Journal of Nuclear Medicine Nov 2021, 62 (11) 1645-1652; DOI: 10.2967/jnumed.120.256396

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Direct Attenuation Correction Using Deep Learning for Cardiac SPECT: A Feasibility Study

Jaewon Yang, Luyao Shi, Rui Wang, Edward J. Miller, Albert J. Sinusas, Chi Liu, Grant T. Gullberg, Youngho Seo

Journal of Nuclear Medicine Nov 2021, 62 (11) 1645-1652; DOI: 10.2967/jnumed.120.256396

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cardiac SPECT
MPI
attenuation correction
deep learning

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