Dr. Edward J. Miller Profile

Dr. Edward J. Miller

at Yale School of Medicine

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Author

Publications (3)

Proceedings Article | 2 April 2024 Presentation + Paper

Deep learning-based epicardial adipose tissue measurement, maximizing prognostic information from attenuation correction imaging

Aakash Shanbhag, Robert J. Miller, Aditya Killekar, Mark Lemley, Bryan Bednarski, Serge Van Kriekinge, Paul Kavanagh, Attila Feher, Edward Miller, Timothy Bateman, Joanna Liang, Valerie Builoff, Daniel Berman, Damini Dey, Piotr Slomka

Proceedings Volume 12930, 129300B (2024) https://doi.org/10.1117/12.3007914

KEYWORDS: Computed tomography, Deep learning, Adipose tissue, Chest, Medicine, Education and training, Attenuation correction, Attenuation, Signal attenuation

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Proceedings Article | 4 April 2022 Poster + Paper

Calcium scoring in low-dose ungated chest CT scans using convolutional long-short term memory networks

K. Pieszko, A. Shanbhag, A. Killekar, M. Lemley, Y. Otaki, Serge Van Kriekinge, Paul Kavanagh, Robert J. H. Miller, Edward Miller, Tim Bateman, D. Dey, D. Berman, P. Slomka

Proceedings Volume 12032, 120323A (2022) https://doi.org/10.1117/12.2613147

KEYWORDS: Calcium, Computed tomography, Arteries, Positron emission tomography, Signal attenuation, Heart, Data modeling, Chest, Medicine, Data centers

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Proceedings Article | 15 February 2021 Presentation + Paper

Direct image-based attenuation correction using conditional generative adversarial network for SPECT myocardial perfusion imaging

Mahsa Torkaman, Jaewon Yang, Luyao Shi, Rui Wang, Edward Miller, Albert Sinusas, Chi Liu, Grant Gullberg, Youngho Seo

Proceedings Volume 11600, 116000U (2021) https://doi.org/10.1117/12.2580922

KEYWORDS: Single photon emission computed tomography, Signal attenuation, Error analysis, Statistical analysis, Signal to noise ratio, Scanners, Quantitative analysis, Gallium nitride, Angiography

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