Rendering the Mandelbulb. - Robert Graf (SIGGRAPH Dailies, 2010)

Self-destructive percolation as a limit of forest-fire models on regular rooted trees. - Robert Graf (Random Struct. Algorithms, 2017)

SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI. - Christoph Baur; Robert Graf; Benedikt Wiestler; Shadi Albarqouni; Nassir Navab (MICCAI (2), 2020)

3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images. - Alina F. Dima; Veronika A. Zimmer; Martin J. Menten; Hongwei Bran Li; Markus Graf; Tristan Lemke; Philipp Raffler; Robert Graf; Jan S. Kirschke; Rickmer Braren; Daniel Rueckert (MICCAI (1), 2023)

Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations. - Julian McGinnis; Suprosanna Shit; Hongwei Bran Li; Vasiliki Sideri-Lampretsa; Robert Graf; Maik Dannecker; Jiazhen Pan; Nil Stolt Ansó; Mark Mühlau; Jan S. Kirschke; Daniel Rueckert; Benedikt Wiestler (MICCAI (8), 2023)

Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification. - Alessandro Wollek; Robert Graf; Sasa Cecatka; Nicola Fink; Theresa Willem; Bastian O. Sabel; Tobias Lasser (CoRR, 2023)

Multi-contrast MRI Super-resolution via Implicit Neural Representations. - Julian McGinnis; Suprosanna Shit; Hongwei Bran Li; Vasiliki Sideri-Lampretsa; Robert Graf; Maik Dannecker; Jiazhen Pan; Nil Stolt Ansó; Mark Mühlau; Jan S. Kirschke; Daniel Rueckert; Benedikt Wiestler (CoRR, 2023)

The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting. - Florian Kofler; Felix Meissen; Felix Steinbauer; Robert Graf; Eva Oswald; Ezequiel de la Rosa; Hongwei Bran Li; Ujjwal Baid; Florian A. Hölzl; Özgün Turgut; Izabela Horvath; Diana Waldmannstetter; et al. (CoRR, 2023)

Denoising diffusion-based MR to CT image translation enables whole spine vertebral segmentation in 2D and 3D without manual annotations. - Robert Graf; Joachim Schmitt; Sarah Schlaeger; Hendrik Kristian Möller; Vasiliki Sideri-Lampretsa; Anjany Sekuboyina; Sandro Manuel Krieg; Benedikt Wiestler; Bjoern H. Menze; Daniel Rueckert; Jan Stefan Kirschke (CoRR, 2023)

Detecting Unforeseen Data Properties with Diffusion Autoencoder Embeddings Using Spine MRI Data. - Robert Graf; Florian Hunecke; Soeren Pohl; Matan Atad; Hendrik Kristian Möller; Sophie Starck; Thomas Kröncke; Stefanie Bette; Fabian Bamberg; Tobias Pischon; Thoralf Niendorf; Carsten Oliver Schmidt; et al. (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

Modeling the acquisition shift between axial and sagittal MRI for diffusion superresolution to enable axial spine segmentation. - Robert Graf; Hendrik Kristian Möller; Julian McGinnis; Sebastian Rühling; Maren Weihrauch; Matan Atad; Suprosanna Shit; Bjoern H. Menze; Mark Mühlau; Johannes C. Paetzold; Daniel Rueckert; Jan Kirschke (MIDL, 2024)

A Procedural Production System for Autonomous Vehicle Simulation. - Vincent Serritella; Viktor Lundqvist; Matthew Webb; Taylor Shaw; Riley Niu; Zach Repasky; Robert Graf; Magnus Wrenninge (SIGGRAPH Talks, 2024)

SPINEPS - Automatic Whole Spine Segmentation of T2-weighted MR images using a Two-Phase Approach to Multi-class Semantic and Instance Segmentation. - Hendrik Kristian Möller; Robert Graf; Joachim Schmitt; Benjamin Keinert; Matan Atad; Anjany Sekuboyina; Felix Streckenbach; Hanna Schön; Florian Kofler; Thomas Kröncke; Stefanie Bette; Stefan Willich; et al. (CoRR, 2024)

TotalVibeSegmentator: Full Torso Segmentation for the NAKO and UK Biobank in Volumetric Interpolated Breath-hold Examination Body Images. - Robert Graf; Paul-Sören Platzek; Evamaria Olga Riedel; Constanze Ramschütz; Sophie Starck; Hendrik Kristian Möller; Matan Atad; Henry Völzke; Robin Bülow; Carsten Oliver Schmidt; Julia Rüdebusch; Matthias Jung 005; et al. (CoRR, 2024)

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder. - Matan Atad; David Schinz; Hendrik Kristian Möller; Robert Graf; Benedikt Wiestler; Daniel Rueckert; Nassir Navab; Jan S. Kirschke; Matthias Keicher (CoRR, 2024)

Don't You (Project Around Discs)? Neural Network Surrogate and Projected Gradient Descent for Calibrating an Intervertebral Disc Finite Element Model. - Matan Atad; Gabriel Gruber; Marx Ribeiro; Luis Fernando Nicolini; Robert Graf; Hendrik Kristian Möller; Kati Nispel; Ivan Ezhov; Daniel Rueckert; Jan S. Kirschke (CoRR, 2024)

Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc. - Matan Atad; Gabriel Gruber; Marx Ribeiro; Luis Fernando Nicolini; Robert Graf; Hendrik Kristian Möller; Kati Nispel; Ivan Ezhov; Daniel Rueckert; Jan S. Kirschke (Comput. Biol. Medicine, 2025)

PARASIDE: An Automatic Paranasal Sinus Segmentation and Structure Analysis Tool for MRI. - Hendrik Kristian Möller; Lukas Krautschick; Matan Atad; Robert Graf; Chia-Jung Busch; Achim Beule; Christian Scharf; Lars Kaderali; Bjoern H. Menze; Daniel Rueckert; Jan Kirschke; Fabian Schwitzing (CoRR, 2025)

MAGO-SP: Detection and Correction of Water-Fat Swaps in Magnitude-Only VIBE MRI. - Robert Graf; Hendrik Kristian Möller; Sophie Starck; Matan Atad; Philipp Braun; Jonathan K. Stelter; Annette Peters; Lilian Krist; Stefan Willich; Henry Völzke; Robin Bülow; Klaus Berger; et al. (CoRR, 2025)

Automated Thoracolumbar Stump Rib Detection and Analysis in a Large CT Cohort. - Hendrik Kristian Möller; Hanna Schön; Alina Dima; Benjamin Keinert-Weth; Robert Graf; Matan Atad; Johannes C. Paetzold; Friederike Jungmann; Rickmer Braren; Florian Kofler; Bjoern H. Menze; Daniel Rueckert; et al. (CoRR, 2025)

CADS: A Comprehensive Anatomical Dataset and Segmentation for Whole-Body Anatomy in Computed Tomography. - Murong Xu; Tamaz Amiranashvili; Fernando Navarro; Maksym Fritsak; Ibrahim Ethem Hamamci; Suprosanna Shit; Bastian Wittmann; Sezgin Er; Sebastian M. Christ; Ezequiel de la Rosa; Julian Deseoe; Robert Graf; et al. (CoRR, 2025)