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Robert Graf

6PUBLICATIONS

24CO-AUTHORS

Deep learningBioinformatic methods developmentRegenerative medicine (incl. stem cells)Diagnostic radiographyPattern recognition

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Publications (6)

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|Nov 19, 2025

Random Convolutions for Domain Generalization of Deep Learning-based Medical Image Segmentation Models.

Daniel Scholz, Ayhan Can Erdur, Jan C Peeken

|Oct 09, 2025

VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank.

Robert Graf, Paul Platzek, Evamaria Olga Riedel

|Aug 13, 2025

Automatic segmentation of spinal cord lesions in MS: A robust tool for axial T2-weighted MRI scans.

Enamundram Naga Karthik, Julian McGinnis, Ricarda Wurm

|Sep 04, 2024

Generating synthetic high-resolution spinal STIR and T1w images from T2w FSE and low-resolution axial Dixon.

Robert Graf, Paul-Sören Platzek, Evamaria Olga Riedel

|Nov 13, 2023

Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation.

Robert Graf, Joachim Schmitt, Sarah Schlaeger

|Apr 10, 2023

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification.

Alessandro Wollek, Robert Graf, Saša Čečatka

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Frequent Collaborators

3 joint publications

Daniel Rueckert

2 joint publications

Jan S Kirschke

1 joint publications

Alessandro Wollek

1 joint publications

Saša Čečatka

1 joint publications

Tobias Lasser

1 joint publications

Enamundram Naga Karthik

1 joint publications

Julian McGinnis

1 joint publications

Ricarda Wurm

1 joint publications

Benedikt Wiestler

1 joint publications

Pierre-Louis Benveniste

Frequent Collaborators

3 joint publications

Daniel Rueckert

2 joint publications

Jan S Kirschke

1 joint publications

Alessandro Wollek

1 joint publications

Saša Čečatka

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