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eess.IV2025
RELICT: A Replica Detection Framework for Medical Image Generation
Orhun Utku Aydin, Alexander Koch, Adam Hilbert +5
Despite the potential of synthetic medical data for augmenting and improving the generalizability of deep learning models, memorization in generative models can lead to unintended…
eess.IV2024
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models
Alexander Koch, Orhun Utku Aydin, Adam Hilbert +4
Cerebrovascular disease often requires multiple imaging modalities for accurate diagnosis, treatment, and monitoring. Computed Tomography Angiography (CTA) and Time-of-Flight Magne…