215 citations · 239 across the 2 of their papers we have counts for
2 papers
cs.CV2023★ 24 cited
Mind the Gap: Federated Learning Broadens Domain Generalization in Diagnostic AI Models
Soroosh Tayebi Arasteh, Christiane Kuhl, Marwin-Jonathan Saehn +3
Developing robust artificial intelligence (AI) models that generalize well to unseen datasets is challenging and usually requires large and variable datasets, preferably from multi…
eess.IV2022★ 215 cited
Diffusion Probabilistic Models beat GANs on Medical Images
Gustav Müller-Franzes, Jan Moritz Niehues, Firas Khader +8
The success of Deep Learning applications critically depends on the quality and scale of the underlying training data. Generative adversarial networks (GANs) can generate arbitrary…