output
20222025
most citedDiffusion Probabilistic Models beat GANs on Medical Images

215 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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Showing 2025Show all

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cs.CV2025

Resolution scaling governs DINOv3 transfer performance in chest radiograph classification

Soroosh Tayebi Arasteh, Mina Shaigan, Christiane Kuhl +3

Self-supervised learning (SSL) has improved visual representation learning, but its value in chest radiography remains uncertain. DINOv3 extends earlier SSL models through Gram-anc…

cs.LG2025★ 1 cited

Generating Reliable Synthetic Clinical Trial Data: The Role of Hyperparameter Optimization and Domain Constraints

Waldemar Hahn, Jan-Niklas Eckardt, Christoph Röllig +3

The generation of synthetic clinical trial data offers a promising approach to mitigating privacy concerns and data accessibility limitations in medical research. However, ensuring…