Ms. Raziye Kubra Kumrular Profile

Raziye Kubra Kumrular

at Univ of Southampton

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Publications (2)

Proceedings Article | 7 June 2024 Presentation + Paper

Unsupervised denoising for spectral CT images using a U-Net with block-based training

Raziye Kubra Kumrular, Thomas Blumensath

Proceedings Volume 13043, 1304307 (2024) https://doi.org/10.1117/12.3011658

KEYWORDS: Denoising, Attenuation, X-rays, X-ray computed tomography, Machine learning, 3D image reconstruction, Deep learning, Spectral computed tomography, X-ray imaging, Reconstruction algorithms

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Proceedings Article | 4 April 2022 Poster + Presentation + Paper

Multi energy computed tomography imaging optimization

Raziye Kubra Kumrular, Thomas Blumensath

Proceedings Volume 12031, 120312R (2022) https://doi.org/10.1117/12.2611731

KEYWORDS: Absorption, Denoising, X-ray computed tomography, X-ray imaging, X-ray detectors, Optimization (mathematics), Chemical elements, X-ray sources, X-ray medical imaging, Medical image reconstruction, Inverse problem on medical image, Medical imaging, Machine learning

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