Ms. Sina Walluscheck Profile

Sina Walluscheck

at Fraunhofer MEVIS Institute for Digital Medicine

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Publications (2)

SPIE Journal Paper | 9 August 2024 Open Access

Generative adversarial network–based reconstruction of healthy anatomy for anomaly detection in brain CT scans

Sina Walluscheck, Annika Gerken, Ivana Galinovic, Kersten Villringer, Jochen Fiebach, Jan Klein, Stefan Heldmann

JMI, Vol. 11, Issue 04, 044508, (August 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.4.044508

KEYWORDS: Education and training, Computed tomography, Brain, Image restoration, Neuroimaging, Medical image reconstruction, Gallium nitride, Anatomy, Image segmentation, Tumors

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Proceedings Article | 7 April 2023 Presentation + Paper

Unsupervised learning of healthy anatomy for anomaly detection in brain CT scans

Sina Walluscheck, Luca Canalini, Jan Klein, Stefan Heldmann

Proceedings Volume 12465, 1246504 (2023) https://doi.org/10.1117/12.2653889

KEYWORDS: Computed tomography, Brain, Head, Neuroimaging, Tumors, CT reconstruction, Anatomy, Deep learning, Damage detection

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