Isabelle Ayx

According to our database, Isabelle Ayx authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

CardioDiT: Latent Diffusion Transformers for 4D Cardiac MRI Synthesis.

Marvin Seyfarth, Sarah Kaye Mueller, Arman Ghanaat, Isabelle Ayx, Fabian Fastenrath, Philipp Wild, Alexander Hertel, Theano Papavassiliu, Salman Ul Hassan Dar, Sandy Engelhardt

CoRR, March, 2026

2025

MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis.

Marvin Seyfarth, Salman Ul Hassan Dar, Isabelle Ayx, Matthias Alexander Fink, Stefan O. Schönberg, Hans-Ulrich Kauczor, Sandy Engelhardt

Proceedings of the Simulation and Synthesis in Medical Imaging, 2025

2024

Unconditional Latent Diffusion Models Memorize Patient Imaging Data.

Salman Ul Hassan Dar, Marvin Seyfarth, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt

CoRR, 2024

Effect of Training Epoch Number on Patient Data Memorization in Unconditional Latent Diffusion Models.

Salman Ul Hassan Dar, Isabelle Ayx, Marie Kapusta, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Periaortic adipose radiomics texture features associated with increased coronary calcium score - first results on a photon-counting-CT.

Peter Mundt, Hishan Tharmaseelan, Alexander Hertel, Lukas T. Rotkopf, Dominik Nörenberg, Philipp Riffel, Stefan O. Schönberg, Matthias F. Froelich, Isabelle Ayx

BMC Medical Imaging, December, 2023

Investigating Data Memorization in 3D Latent Diffusion Models for Medical Image Synthesis.

Salman Ul Hassan Dar, Arman Ghanaat, Jannik Kahmann, Isabelle Ayx, Theano Papavassiliu, Stefan O. Schönberg, Sandy Engelhardt

Proceedings of the Deep Generative Models - Third MICCAI Workshop, 2023