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Gustav Müller-Franzes

2 papers hereh-index 13895 citations29 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • eess.IV2

identity via Semantic Scholar / OpenAlex

most citedDiffusion Probabilistic Models beat GANs on Medical Images

215 citations · 233 across the 2 of their papers we have counts for

collaborators

2 papers

eess.IV2023★ 18 cited

Fibroglandular Tissue Segmentation in Breast MRI using Vision Transformers -- A multi-institutional evaluation

Gustav Müller-Franzes, Fritz Müller-Franzes, Luisa Huck +9

Accurate and automatic segmentation of fibroglandular tissue in breast MRI screening is essential for the quantification of breast density and background parenchymal enhancement. I…

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.