Ms. Nadia A. Farrag Profile

Nadia A. Farrag

at Carleton University

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Author

Publications (3)

Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Transfer learning based fully automated kidney segmentation on MR images

Rohini Gaikar, Fatemeh Zabihollahy, Nadia Farrag, Mohamed Elfaal, Nicola Schieda, Eranga Ukwatta

Proceedings Volume 12036, 120361M (2022) https://doi.org/10.1117/12.2607526

KEYWORDS: Kidney, Image segmentation, Magnetic resonance imaging, 3D modeling, Data modeling, 3D image processing, Tumor growth modeling, Algorithm development, Tissues, Cancer

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Proceedings Article | 4 April 2022 Poster + Paper

Automated myocardial segmentation of extra-cellular volume mapping cardiac magnetic resonance images using fully convolutional neural networks

Nadia Farrag, Sathvik Bhagavan, David Sebben, Poojani Ruwanpura, James White, Eranga Ukwatta

Proceedings Volume 12036, 1203629 (2022) https://doi.org/10.1117/12.2626738

KEYWORDS: Image segmentation, Cardiovascular magnetic resonance imaging, Convolutional neural networks, Magnetic resonance imaging, Image processing algorithms and systems, Analytical research

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Proceedings Article | 15 March 2019 Presentation + Paper

Semi-automated myocardial segmentation in native T1-mapping CMR using deformable non-rigid registration of CINE images

Nadia Farrag, James White, Eranga Ukwatta

Proceedings Volume 10953, 109531C (2019) https://doi.org/10.1117/12.2513054

KEYWORDS: Image segmentation, Image registration, Cardiovascular magnetic resonance imaging, Image processing algorithms and systems, Expectation maximization algorithms, Tissues, Magnetism, Blood, Image processing, Detection and tracking algorithms

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