Dr. Brandon K. Fornwalt Profile

Dr. Brandon K. Fornwalt

at Geisinger Health

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Publications (2)

Proceedings Article | 10 March 2020 Presentation + Paper

Left ventricular and atrial segmentation of 2D echocardiography with convolutional neural networks

Joshua Stough, Sushravya Raghunath, Xiaoyan Zhang, John Pfeifer, Brandon Fornwalt, Christopher Haggerty

Proceedings Volume 11313, 113130A (2020) https://doi.org/10.1117/12.2547375

KEYWORDS: Echocardiography, Image segmentation, Convolutional neural networks, Computer programming, Transducers, Heart, Image quality, Binary data, Computer science, Machine learning

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Proceedings Article | 12 March 2018 Paper

Ventricular segmentation and quantitative assessment in cardiac MR using convolutional neural networks

Joshua Stough, Joseph DiPalma, Zilin Ma, Brandon Fornwalt, Christopher Haggerty

Proceedings Volume 10578, 1057826 (2018) https://doi.org/10.1117/12.2291534

KEYWORDS: Cardiovascular magnetic resonance imaging, Image segmentation, Convolutional neural networks, Heart, Neural networks, Data modeling, Magnetic resonance imaging, Image processing, Blood, Statistical modeling

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