Dr. Zeynettin Akkus Profile

Dr. Zeynettin Akkus

Assistant Professor

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Publications (6)

Proceedings Article | 15 March 2019 Paper

Reduction of unnecessary thyroid biopsies using deep learning

Zeynettin Akkus, Arunnit Boonrod, Mahfuzur Siddiquee, Kenneth Philbrick, Marius Stan, Regina Castro, Dana Erickson, Matthew Callstrom, Bradley Erickson

Proceedings Volume 10949, 109490W (2019) https://doi.org/10.1117/12.2512574

KEYWORDS: Biopsy, Cancer, Performance modeling, Ultrasonography, Fine needle aspiration, Data modeling, Classification systems, Convolutional neural networks

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Proceedings Article | 2 March 2018 Paper

Extraction of brain tissue from CT head images using fully convolutional neural networks

Zeynettin Akkus, Petro Kostandy, Kenneth Philbrick, Bradley Erickson

Proceedings Volume 10574, 1057420 (2018) https://doi.org/10.1117/12.2293423

KEYWORDS: Computed tomography, Brain, Head, Neuroimaging, Tissues, Image segmentation, Convolutional neural networks, Skull, Image filtering, Computer programming

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Proceedings Article | 21 March 2014 Paper

Nonrigid motion compensation in B-mode and contrast enhanced ultrasound image sequences of the carotid artery

Diego D. Carvalho, Zeynettin Akkus, Johan Bosch, Stijn C. van den Oord, Wiro Niessen, Stefan Klein

Proceedings Volume 9034, 90340N (2014) https://doi.org/10.1117/12.2043549

KEYWORDS: Ultrasonography, Arteries, Image enhancement, Motion estimation, Image contrast enhancement, Visualization, Image visualization, Image registration, Image resolution, Rigid registration

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Proceedings Article | 21 March 2014 Paper

Atherosclerotic carotid lumen segmentation in combined B-mode and contrast enhanced ultrasound images

Zeynettin Akkus, Diego D. Carvalho, Stefan Klein, Stijn C. van den Oord, Arend F. Schinkel, Nico de Jong, Antonius F. van der Steen, Johan Bosch

Proceedings Volume 9034, 903445 (2014) https://doi.org/10.1117/12.2043058

KEYWORDS: Image segmentation, Arteries, Ultrasonography, Signal to noise ratio, Tissues, Expectation maximization algorithms, Computer programming, Image processing, Blood, Smoothing

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Proceedings Article | 29 March 2013 Paper

Statistical segmentation of carotid plaque neovascularization

Zeynettin Akkus, Johan Bosch, Gonzalo Sánchez-Ferrero, Diego D. Carvalho, Guillaume Renaud, Stijn C. van den Oord, Gerrit ten Kate, Arend F. Schinkel, Nico de Jong, Antonius F. van der Steen

Proceedings Volume 8675, 867506 (2013) https://doi.org/10.1117/12.2006483

KEYWORDS: Expectation maximization algorithms, Image segmentation, Ultrasonography, Visualization, Statistical analysis, Arteries, Data modeling, Visual analytics, Algorithm development, In vivo imaging

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Proceedings Article | 25 February 2012 Paper

Motion compensation method using dynamic programming for quantification of neovascularization in carotid atherosclerotic plaques with contrast enhanced ultrasound (CEUS)

Zeynettin Akkus, Assaf Hoogi, Guillaume Renaud, Gerrit ten Kate, Stijn C. H. van den Oord, Arend F. L. Schinkel, Nico de Jong, Antonius F. W. van der Steen, Johan Bosch

Proceedings Volume 8320, 83200C (2012) https://doi.org/10.1117/12.912468

KEYWORDS: Ultrasonography, Computer programming, In vivo imaging, Tissues, Visualization, Veins, Arteries, Motion measurement, In vitro testing, Image quality

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Showing 5 of 6 publications

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