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Robert Graf

Observed name: Graf, Robert
ORCID: 0000-0001-6656-3680
Observed ORCID: 0000-0001-6656-3680
OpenAlex ID: A5042546484
Attention-based Saliency Maps Improve Interpretability of Pneumothorax Classification
2023 · Alessandro Wollek, Robert Graf, et al. · Radiology Artificial Intelligence · 66
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SteGANomaly: Inhibiting CycleGAN Steganography for Unsupervised Anomaly Detection in Brain MRI
2020 · Christoph Baur, Robert Graf, et al. · Lecture notes in computer science · 52
Denoising diffusion-based MRI to CT image translation enables automated spinal segmentation
2023 · Robert Graf, Joachim Schmitt, et al. · European Radiology Experimental · 48
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Single-subject Multi-contrast MRI Super-resolution via Implicit Neural Representations
2023 · Julian McGinnis, Suprosanna Shit, et al. · Lecture notes in computer science · 34
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VIBESegmentator: full body MRI segmentation for the NAKO and UK Biobank
2025 · Robert Graf, Paul Platzek, et al. · European Radiology · 17
Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder
2024 · Matan Atad, David Schinz, et al. · The Journal of Machine Learning for Biomedical Imaging · 17
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From MRI to FEM: an automated pipeline for biomechanical simulations of vertebrae and intervertebral discs
2025 · Kati Nispel, Tanja Lerchl, et al. · Frontiers in Bioengineering and Biotechnology · 14
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Generating synthetic high-resolution spinal STIR and T1w images from T2w FSE and low-resolution axial Dixon
2024 · Robert Graf, Paul-Sören Platzek, et al. · European Radiology · 13
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Neural network surrogate and projected gradient descent for fast and reliable finite element model calibration: A case study on an intervertebral disc
2025 · Matan Atad, Gabriel Gruber, et al. · Computers in Biology and Medicine · 8
Automatic segmentation of spinal cord lesions in MS: A robust tool for axial T2-weighted MRI scans
2025 · Enamundram Naga Karthik, Julian McGinnis, et al. · Imaging Neuroscience · 8
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SPINEPS—automatic whole spine segmentation of T2-weighted MR images using a two-phase approach to multi-class semantic and instance segmentation
2024 · Möller, Hendrik; https://orcid.org/0009-0001-1978-5894, Graf, Robert, et al. · Zurich Open Repository and Archive (University of Zurich) · 6
The Brain Tumor Segmentation (BraTS) Challenge: Local Synthesis of Healthy Brain Tissue via Inpainting
2023 · Kofler, Florian, Meissen, Felix, et al. · arXiv (Cornell University) · 5
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3D Arterial Segmentation via Single 2D Projections and Depth Supervision in Contrast-Enhanced CT Images
2023 · Alina F. Dima, Veronika A. Zimmer, et al. · Lecture notes in computer science · 5
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Ensuring anatomical integrity and shared contact surfaces in vertebra and disc models: a segmentation-based smoothing approach
2025 · Kati Nispel, Ann-Marie Scherzberger, et al. · Computer Methods in Biomechanics & Biomedical Engineering · 3
Random Convolutions for Domain Generalization of Deep Learning–based Medical Image Segmentation Models
2025 · Daniel Scholz, Ayhan Can Erdur, et al. · Radiology Artificial Intelligence · 2
Automated Thoracolumbar Stump Rib Detection and Analysis in a Large CT Cohort
2026 · Hendrik Möller, Alina Dima, et al. · AI · 1
PARASIDE: An automatic paranasal sinus segmentation and structure analysis tool for magnetic resonance imaging
2026 · Hendrik Möller, Lukas Krautschick, et al. · Computers in Biology and Medicine · 1
VERIDAH: solving enumeration anomaly–aware vertebra labeling across imaging sequences
2026 · Hendrik Möller, Hanna Schön, et al. · European Radiology
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One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation
2026 · Nathan Molinier, Hendrik Möller, et al. · Lecture notes in computer science
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Quantifying Pancreatic Fat Using a Free‐Breathing Acquisition in Adults With Obesity Undergoing Diet‐Induced Weight Loss—Results From the LION Study
2026 · Philipp Braun, Christoph Zoellner, et al. · NMR in Biomedicine
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Opportunistic Cardiac Health Assessment: Estimating Phenotypes from Localizer MRI Through Multi-modal Representations
2026 · Busra Nur Zeybek, Özgün Turgut, et al. · Lecture notes in computer science
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TPTBox: Extensive torso processing toolbox for simple and automatic analysis of CT and MR imaging
2026 · Hendrik Möller, Robert Graf, et al. · SoftwareX
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TPTBox: Extensive Torso Processing Toolbox for Simple, and Automatic Analysis of CT and MR Imaging
2026 · Möller, Hendrik, Graf, Robert · Zenodo (CERN European Organization for Nuclear Research)
How Sex, Age, Adiposity, and Smoking Shape the Human Rib Cage: Evidence from 26,275 Whole-Body MRIs across the German National Cohort (NAKO)
2026 · Anatol Aicher, Robert Graf, et al. · medRxiv
AnatolAicher/NAKO-Human-Ribcage-Statistical-Shape-Model: v1.0.0 – code state of the manuscript analysis
2026 · Aicher, Anatol, Graf, Robert, et al. · Zenodo (CERN European Organization for Nuclear Research)
Works count: 35
Citation count: 300
H-index: 8
I10-index: 8
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