Dr. Maria Fernandez-del-Valle Profile

Dr. Maria Fernandez-del-Valle

at Southern Illinois Univ Edwardsville

SPIE Involvement:

Author

Publications (6)

SPIE Journal Paper | 6 January 2022

Spectral analysis of ultrasound radiofrequency backscatter for the identification of epicardial adipose tissue

Jon Klingensmith, Akhila Karlapalem, Michaela Kulasekara, Maria Fernandez-del-Valle

JMI, Vol. 9, Issue 01, 017001, (January 2022) https://doi.org/10.1117/12.10.1117/1.JMI.9.1.017001

KEYWORDS: Autoregressive models, Tissues, Ultrasonography, Backscatter, Blood, Signal processing, Data modeling, Visible radiation, Magnetic resonance imaging, Heart

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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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Proceedings Article | 12 March 2018 Paper

MRI-based three-dimensional modeling and assessment of epicardial adipose tissue

Jon Klingensmith, Saygin Sop, Maria Fernandez-del-Valle, Sunanda Mitra, Mete Naz, H. Felix Lee

Proceedings Volume 10578, 105781P (2018) https://doi.org/10.1117/12.2293004

KEYWORDS: Heart, 3D modeling, Magnetic resonance imaging, Tissues, Image segmentation, Algorithm development, Process modeling, 3D image processing

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Proceedings Article | 24 February 2017 Presentation + Paper

An automated segmentation for direct assessment of adipose tissue distribution from thoracic and abdominal Dixon-technique MR images

Jason Hill, Maria Fernandez-Del-Valle, Ryan Hayden, Sunanda Mitra

Proceedings Volume 10133, 1013315 (2017) https://doi.org/10.1117/12.2254481

KEYWORDS: Magnetic resonance imaging, Tissues, Image segmentation, Image analysis, Pathology, Medical imaging, Heart, Biological research, Acquisition tracking and pointing, Lung, Abdomen, Image processing, Head

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Showing 5 of 6 publications

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