Mr. Bryan Bednarski Profile

Bryan Bednarski

at Cedars Sinai Medical Ctr

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Author

Publications (2)

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 | 3 April 2023 Presentation + Paper

Transferring deep convolutional network representations from SPECT to improve PET cardiac outcome prediction

Bryan Bednarski, Aakash D. Shanbhag, Ananya Singh, Robert J. Miller, Heidi Gransar, Keiichiro Kuronuma, Tali Sharir, Sharmila Dorbala, Marcelo Di Carli, Matthews Fish, Terrence Ruddy, Daniel Berman, Damini Dey, Piotr Slomka

Proceedings Volume 12464, 124640F (2023) https://doi.org/10.1117/12.2654439

KEYWORDS: Positron emission tomography, Single photon emission computed tomography, Machine learning, Data modeling, Deep learning, Detection and tracking algorithms

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