Institute

Rüveyda Yilmaz

M.Sc.

Rüveyda Yilmaz

Research Scientist

Room: 110
Phone: +49 241 80 22903
Email: Rueveyda.Yilmaz@lfb.rwth-aachen.de

Curriculum Vitae

Jun 2023 – today	Research Scientist, Chair of Imaging & Computer Vision, RWTH Aachen University, Germany
Oct 2020 – Apr 2023	M.Sc. Electrical Engineering, Information Technology and Computer Engineering, RWTH Aachen
Sep 2015 – Jul 2020	B. Sc. Electrical Engineering, Bilkent University, Turkey

Research Field

Synthesis and Segmentation of Microscopy Image Data

Publications

Book Chapter

Journal publications

2025
2025article
Rüveyda Yilmaz, Julian Thull, Johannes Stegmaier and Volkmar Schulz
Diffusion-based Sinogram Interpolation for Limited Angle PET
In: arXiv preprint arXiv:2511.09383
BibTeX
2024article
Dennis Eschweiler, Rüveyda Yilmaz, Matisse Baumann, Ina Laube, Rijo Roy, Abin Jose, Daniel Brückner and Johannes Stegmaier
Denoising Diffusion Probabilistic Models for Generation of Realistic Fully-Annotated Microscopy Image Data Sets
In: PLOS Computational Biology 20 (2), S. e1011890
BibTeX PDF

Conference publications

2026
2026inproceedings
Emil Mededovic, Fabian Gülhan, Rüveyda Yilmaz and Johannes Stegmaier
Focus on the Fog: Leveraging Student Uncertainty for Guided Knowledge Distillation in Semantic Segmentation
In: 2026 IEEE International Conference on Image Processing (ICIP)
BibTeX
2026
2026inproceedings
Rüveyda Yilmaz, Yuli Wu, Johannes Stegmaier and Volkmar Schulz
PET-Adapter: Test-Time Domain Adaptation for Full and Limited-Angle PET Image Reconstruction
In: Medical Image Computing and Computer Assisted Intervention (MICCAI), S. 381--391
BibTeX
2026inproceedings
Kostiantyn Lavronenko, Matthias Knapp, Marcel Ochsendorf, Rüveyda Yilmaz, Marian Frei, Felix Dahms, Emilia Yin-Grossmann, Yannick Kuhl and Volkmar Schulz
Diffusion-prior-based reconstruction and B0 field correction of knee MRI under simulated low-field distortions
In: Book of Abstracts ESMRMB 2026 42nd Annual Scientific Meeting September 30th--October 3rd 2026 39, S. S630--S631
BibTeX
2026inproceedings
Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier and Volkmar Schulz
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging
In: MICCAI Challenge on Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance, Springer Nature Switzerland
BibTeX
2026inproceedings
Yuli Wu, Fucheng Liu, Rüveyda Yilmaz, Henning Konermann, Peter Walter and Johannes Stegmaier
A Pragmatic Note on Evaluating Generative Models with Fréchet Inception Distance for Retinal Image Synthesis
In: Proceedings of The 9th International Conference on Medical Imaging with Deep Learning 315, S. 2352--2368, PMLR
BibTeX PDF
2025
2025inproceedings
Rüveyda Yilmaz, Zhu Chen, Yuli Wu and Johannes Stegmaier
CellStyle: Improved Zero-Shot Cell Segmentation via Style Transfer
In: International Conference on Medical Image Computing and Computer-Assisted Intervention, S. 67--77
BibTeX
2025
2025inproceedings
Rüveyda Yilmaz, Kaan Keven, Yuli Wu and Johannes Stegmaier
Cascaded Diffusion Models for 2D and 3D Microscopy Image Synthesis to Enhance Cell Segmentation
In: 2025 IEEE International Symposium on Biomedical Imaging (ISBI)
BibTeX
2025inproceedings
Yuli Wu, Do Dinh Tan Nguyen, Henning Konermann, Rüveyda Yilmaz, Peter Walter and Johannes Stegmaier
Visual Fixation-Based Retinal Prosthetic Simulation
In: IEEE 22nd International Symposium on Biomedical Imaging (ISBI)
BibTeX PDF
2024
2024inproceedings
Ruveyda Yilmaz, Dennis Eschweiler and Johannes Stegmaier
Annotated Biomedical Video Generation Using Denoising Diffusion Probabilistic Models and Flow Fields
In: Simulation and Synthesis in Medical Imaging
BibTeX PDF