Dietmar Frey

22 papers Journal 17Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models.
Medical Image Anal.
Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, Satoru Tanioka, Fujimaro Ishida, Dietmar Frey
2025 J jnl
External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis.
BMC Medical Informatics Decis. Mak.
Patrick Rockenschaub, Ela Marie Akay, Benjamin Gregory Carlisle, Adam Hilbert, Joshua Wendland, Falk Meyer-Eschenbach, Anatol-Fiete Näher, Dietmar Frey, Vince Istvan Madai
2025 — conf
Local Brain Tumour Inpainting Using Diffusion Transformers.
BraTS-Lighthouse/AIMS-TBI@MICCAI (2)
Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Dietmar Frey
2025 J jnl
RELICT-NI: Replica Detection in Synthetic Neuroimaging - A Study on Noncontrast CT and Time-of-Flight MRA.
Neuroinformatics
Orhun Utku Aydin, Alexander Koch, Adam Hilbert, Jana Rieger, Felix Lohrke, Fujimaro Ishida, Satoru Tanioka, Dietmar Frey
2025 J jnl
RELICT: A Replica Detection Framework for Medical Image Generation.
CoRR
Orhun Utku Aydin, Alexander Koch, Adam Hilbert, Jana Rieger, Felix Lohrke, Fujimaro Ishida, Satoru Tanioka, Dietmar Frey
2024 — conf
A Way Forward for the MDCG 2019-16 Medical Device Security Guidance.
PETRA
Steve Taylor, Martin Gilje Jaatun, Karin Bernsmed, Christos Androutsos, Dietmar Frey, Simone Favrin, João Rodrigues, Dusko Milojevic, Dimitrios A. Karras, Ioannis Siachos, Gregory Epiphaniou, Nabil Moukafih, Sotiris Messinis, Ioannis Rallis, Nicholas E. Protonotarios, Paul Gedeon, Andrés Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis
2024 J jnl
Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models.
CoRR
Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, Satoru Tanioka, Fujimaro Ishida, Dietmar Frey
2024 J jnl
Generative modeling of the Circle of Willis using 3D-StyleGAN.
NeuroImage
Orhun Utku Aydin, Adam Hilbert, Alexander Koch, Felix Lohrke, Jana Rieger, Satoru Tanioka, Dietmar Frey
2024 — —
KI-basierte Personalisierung der Therapie des Schlaganfalls zur Outcome-Verbesserung (AI-Based Personalization of Stroke Treatment for Outcome Improvement)
Dietmar Frey
2024 J jnl
Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks.
NeuroImage
Felix Lohrke, Vince Istvan Madai, Tabea Kossen, Orhun Utku Aydin, Jonas Behland, Adam Hilbert, Matthias Anthony Mutke, Martin Bendszus, Jan Sobesky, Dietmar Frey
2023 J jnl
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU.
CoRR
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey
2022 J jnl
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.
Medical Image Anal.
Pooja Subramaniam, Tabea Kossen, Kerstin Ritter, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey, Vince I. Madai
2022 J jnl
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.
Frontiers Artif. Intell.
Tabea Kossen, Manuel A. Hirzel, Vince I. Madai, Franziska Boenisch, Anja Hennemuth, Kristian Hildebrand, Sebastian Pokutta, Kartikey Sharma, Adam Hilbert, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey
2021 J jnl
An evaluation of performance measures for arterial brain vessel segmentation.
BMC Medical Imaging
Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai
2021 J jnl
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.
Comput. Biol. Medicine
Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey
2020 — conf
Analyzing the Role of Artificial Intelligence in the Development of Human-Centered Service.
AHFE (8)
Andreas Zolnowski, Dietmar Frey
2020 J jnl
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks.
CoRR
Tabea Kossen, Pooja Subramaniam, Vince I. Madai, Anja Hennemuth, Kristian Hildebrand, Adam Hilbert, Jan Sobesky, Michelle Livne, Ivana Galinovic, Ahmed A. Khalil, Jochen B. Fiebach, Dietmar Frey
2020 J jnl
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease.
Frontiers Artif. Intell.
Adam Hilbert, Vince I. Madai, Ela M. Akay, Orhun Utku Aydin, Jonas Behland, Jan Sobesky, Ivana Galinovic, Ahmed A. Khalil, Abdel Aziz Taha, Jens Wuerfel, Petr Dusek, Thoralf Niendorf, Jochen B. Fiebach, Dietmar Frey, Michelle Livne
2020 J jnl
Explainability for artificial intelligence in healthcare: a multidisciplinary perspective.
BMC Medical Informatics Decis. Mak.
Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai
2020 — conf
Multimodal Fusion Strategies for Outcome Prediction in Stroke.
HEALTHINF
Esra Zihni, Vince Istvan Madai, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne
2020 J jnl
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking.
CoRR
Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai
2012 J jnl
A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values.
NeuroImage
Dietmar Frey, Valérie Strack, Edzard Wiener, Daniel Jussen, Peter Vajkoczy, Thomas Picht