Isabelle Ayx

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Diffusion Models

Photon Counting

Texture Features

Gabor Filtering

Top Venues

Bildverarbeitung für die Medizin

BMC Medical Imaging

Publications

Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models. Bildverarbeitung für die Medizin (2024)
Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Unconditional Latent Diffusion Models Memorize Patient Imaging Data. CoRR (2024)
Peter Mundt, Hishan Tharmaseelan, Alexander Hertel, Lukas T. Rotkopf, Dominik Nörenberg, Philipp Riffel, Stefan O. Schönberg, Matthias F. Froelich, Isabelle Ayx
Periaortic adipose radiomics texture features associated with increased coronary calcium score - first results on a photon-counting-CT. BMC Medical Imaging 23 (1) (2023)
Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. CoRR (2023)
Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt
Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis. DGM4MICCAI (2023)