CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN. - Matan Atad; Vitalii Dmytrenko; Yitong Li; Xinyue Zhang; Matthias Keicher; Jan Kirschke; Benedikt Wiestler; Ashkan Khakzar; Nassir Navab (CoRR, 2022)

Efficient and Feasible Robotic Assembly Sequence Planning via Graph Representation Learning. - Matan Atad; Jianxiang Feng; Ismael Rodríguez; Maximilian Durner; Rudolph Triebel (IROS, 2023)

Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading. - Matthias Keicher; Matan Atad; David Schinz; Alexandra S. Gersing; Sarah C. Foreman; Sophia S. Goller; Juergen Weissinger; Jon Rischewski; Anna-Sophia Dietrich; Benedikt Wiestler; Jan S. Kirschke; Nassir Navab (CoRR, 2023)

Density-based Feasibility Learning with Normalizing Flows for Introspective Robotic Assembly. - Jianxiang Feng; Matan Atad; Ismael Rodríguez; Maximilian Durner; Stephan Günnemann; Rudolph Triebel (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)

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)