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cs.CV2026
From Natural Images to Medical Scans: Transferability of Diffusion Models for Medical Image Generation
Efthymios Georgiou, Ioannis Kakogeorgiou, Sarah Brüningk
Transfer learning from natural images is standard in supervised and increasingly adopted in self-supervised medical image analysis, but its role in generative modelling, and in par…
eess.IV2026
A Benchmark of (MRI-) Foundation Models to Predict IDH Mutational Status in Glioma
Nathan Hollet, Elise Robinson, Efthymios Georgiou +3
Non-invasive prediction of glioma molecular status from routine magnetic resonance imaging (MRI) has shown promising performance, but model generalization remains challenging given…