Ms. Amy H. Givan Profile

Amy H. Givan

at Southern Illinois Univ Edwardsville

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Publications (3)

Proceedings Article | 28 February 2020 Presentation + Paper

Segmentation of epicardial adipose tissue in cardiac MRI using deep learning

Miranda Fulton, Amy Givan, Maria Fernandez-del-Valle, Jon Klingensmith

Proceedings Volume 11317, 113170Q (2020) https://doi.org/10.1117/12.2550013

KEYWORDS: Heart, Algorithm development, Magnetic resonance imaging, Tissues, Neural networks, Image segmentation, Cardiovascular magnetic resonance imaging, Image processing algorithms and systems

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Proceedings Article | 15 March 2019 Presentation + Paper

Classification of cardiac adipose tissue using spectral analysis of ultrasound radiofrequency backscatter

Akhila Karlapalem, Amy Givan, Maria Fernandez-del-Valle, Miranda Fulton, Jon Klingensmith

Proceedings Volume 10955, 109550F (2019) https://doi.org/10.1117/12.2512972

KEYWORDS: Tissues, Ultrasonography, Autoregressive models, Backscatter, Blood, Echocardiography

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SPIE Journal Paper | 7 February 2019

Development and evaluation of a method for segmentation of cardiac, subcutaneous, and visceral adipose tissue from Dixon magnetic resonance images

Jon Klingensmith, Addison Elliott, Amy Givan, Zechariah Faszold, Cory Mahan, Adam Doedtman, Maria Fernandez-del-Valle

JMI, Vol. 6, Issue 01, 014004, (February 2019) https://doi.org/10.1117/12.10.1117/1.JMI.6.1.014004

KEYWORDS: Image segmentation, Computed tomography, Tissues, Magnetic resonance imaging, Algorithm development, Image processing algorithms and systems, Lung, Magnetism, Visualization, Binary data

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