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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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…

cs.LG2022★ 28 cited

Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels

Soroosh Tayebi Arasteh, Peter Isfort, Marwin Saehn +6

Due to the rapid advancements in recent years, medical image analysis is largely dominated by deep learning (DL). However, building powerful and robust DL models requires training…