Dietmar Frey

According to our database, Dietmar Frey authored at least 17 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

KI-basierte Personalisierung der Therapie des Schlaganfalls zur Outcome-Verbesserung (AI-Based Personalization of Stroke Treatment for Outcome Improvement)

Dietmar Frey

PhD thesis, 2024

Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks.

Felix Lohrke, Vince Istvan Madai, Tabea Kossen, Orhun Utku Aydin, Jonas Behland, Adam Hilbert, Matthias Anthony Mutke, Martin Bendszus, Jan Sobesky, Dietmar Frey

NeuroImage, 2024

Generative modeling of the Circle of Willis using 3D-StyleGAN.

Orhun Utku Aydin, Adam Hilbert, Alexander Koch, Felix Lohrke, Jana Rieger, Satoru Tanioka, Dietmar Frey

NeuroImage, 2024

Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models.

Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Jana Rieger, Satoru Tanioka, Fujimaro Ishida, Dietmar Frey

CoRR, 2024

A Way Forward for the MDCG 2019-16 Medical Device Security Guidance.

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, Andres Castillo, Carsten Maple, Nikolaos Drivalos Matragkas, Rance J. DeLong, Theodoros N. Arvanitis, Konstantinos Katzis

Proceedings of the 17th International Conference on PErvasive Technologies Related to Assistive Environments, 2024

2023

From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU.

Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey

CoRR, 2023

2022

Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.

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

Medical Image Anal., 2022

Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.

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

Frontiers Artif. Intell., 2022

2021

Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.

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

Comput. Biol. Medicine, 2021

An evaluation of performance measures for arterial brain vessel segmentation.

Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai

BMC Medical Imaging, 2021

2020

Explainability for artificial intelligence in healthcare: a multidisciplinary perspective.

Julia Amann, Alessandro Blasimme, Effy Vayena, Dietmar Frey, Vince I. Madai

BMC Medical Informatics Decis. Mak., 2020

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease.

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

Frontiers Artif. Intell., 2020

Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks.

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

CoRR, 2020

On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking.

Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai

CoRR, 2020

Multimodal Fusion Strategies for Outcome Prediction in Stroke.

Esra Zihni, Vince Istvan Madai, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

Analyzing the Role of Artificial Intelligence in the Development of Human-Centered Service.

Andreas Zolnowski, Dietmar Frey

Proceedings of the Advances in the Human Side of Service Engineering, 2020

2012

A new approach for corticospinal tract reconstruction based on navigated transcranial stimulation and standardized fractional anisotropy values.

Dietmar Frey, Valérie Strack, Edzard Wiener, Daniel Jussen, Peter Vajkoczy, Thomas Picht

NeuroImage, 2012