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)

Analyzing the Role of Artificial Intelligence in the Development of Human-Centered Service. - Andreas Zolnowski; Dietmar Frey (AHFE (8), 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 (HEALTHINF, 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)

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)

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; et al. (Frontiers Artif. Intell., 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)

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)

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)

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; et al. (Frontiers Artif. Intell., 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; et al. (Medical Image Anal., 2022)

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)

A Way Forward for the MDCG 2019-16 Medical Device Security Guidance. - Steve Taylor 002; Martin Gilje Jaatun; Karin Bernsmed; Christos Androutsos; Dietmar Frey; Simone Favrin; João Rodrigues; Dusko Milojevic; Dimitrios A. Karras; Ioannis Siachos; Gregory Epiphaniou; Nabil Moukafih; et al. (PETRA, 2024)

Generative modeling of the Circle of Willis using 3D-StyleGAN. - Orhun Utku Aydin; Adam Hilbert; Alexander Koch 007; Felix Lohrke; Jana Rieger; Satoru Tanioka; Dietmar Frey (NeuroImage, 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)

KI-basierte Personalisierung der Therapie des Schlaganfalls zur Outcome-Verbesserung (AI-Based Personalization of Stroke Treatment for Outcome Improvement) - Dietmar Frey (2024)

Cross-modality image synthesis from TOF-MRA to CTA using diffusion-based models. - Alexander Koch 007; Orhun Utku Aydin; Adam Hilbert; Jana Rieger; Satoru Tanioka; Fujimaro Ishida; Dietmar Frey (Medical Image Anal., 2025)

RELICT: A Replica Detection Framework for Medical Image Generation. - Orhun Utku Aydin; Alexander Koch 007; Adam Hilbert; Jana Rieger; Felix Lohrke; Fujimaro Ishida; Satoru Tanioka; Dietmar Frey (CoRR, 2025)

External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis. - Patrick Rockenschaub; Ela Marie Akay; Benjamin Gregory Carlisle; Adam Hilbert; Joshua Wendland; Falk Meyer-Eschenbach; Anatol-Fiete Näher; Dietmar Frey; Vince Istvan Madai (BMC Medical Informatics Decis. Mak., 2025)