11 citations · 22 across the 10 of their papers we have counts for
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cs.CV2025
Fracture Morphology Classification: Local Multiclass Modeling for Multilabel Complexity
Cassandra Krause, Mattias P. Heinrich, Ron Keuth
Between and of children experience a fracture during their growth years, making accurate diagnosis essential. Fracture morphology, alongside location and fragment…
cs.CV2025
Shaken or Stirred? An Analysis of MetaFormer's Token Mixing for Medical Imaging
Ron Keuth, Paul Kaftan, Mattias P. Heinrich
The generalization of the Transformer architecture via MetaFormer has reshaped our understanding of its success in computer vision. By replacing self-attention with simpler token m…
eess.IV2025★ 3 cited
BronchoGAN: Anatomically consistent and domain-agnostic image-to-image translation for video bronchoscopy
Ahmad Soliman, Ron Keuth, Marian Himstedt
The limited availability of bronchoscopy images makes image synthesis particularly interesting for training deep learning models. Robust image translation across different domains…