Adam Hilbert

According to our database, Adam Hilbert authored at least 18 papers between 2019 and 2025.

Collaborative distances:

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

2025

RELICT-NI: Replica Detection in Synthetic Neuroimaging - A Study on Noncontrast CT and Time-of-Flight MRA.

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

Neuroinformatics, December, 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., December, 2025

Research Data for a Scoping Review about the Interplay between Federated Learning and Explainable Artificial Intelligence.

Luis Miguel Lopez-Ramos, Florian Leiser, Steven Hicks, Aditya Rastogi, Inga Strümke, Vince I. Madai, Tobias Budig, Ali Sunyaev, Adam Hilbert

Dataset, October, 2025

RELICT: A Replica Detection Framework for Medical Image Generation.

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

CoRR, February, 2025

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

Medical Image Anal., 2025

Local Brain Tumour Inpainting Using Diffusion Transformers.

Alexander Koch, Orhun Utku Aydin, Adam Hilbert, Dietmar Frey

Proceedings of the Segmentation, Classification, and Synthesis for Brain Tumors and Traumatic Brain Injuries, 2025

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

Interplay between Federated Learning and Explainable Artificial Intelligence: a Scoping Review.

Luis M. Lopez-Ramos, Florian Leiser, Aditya Rastogi, Steven Hicks, Inga Strümke, Vince I. Madai, Tobias Budig, Ali Sunyaev, Adam Hilbert

CoRR, 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

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

2019

Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke.

Adam Hilbert, Lucas Alexandre Ramos, Hendrikus J. A. van Os, Sílvia D. Olabarriaga, Manon L. Tolhuisen, Marieke J. H. Wermer, Renan Sales Barros, Irene C. van der Schaaf, Diederik W. J. Dippel, Yvo B. W. E. M. Roos, Wim H. van Zwam, Albert J. Yoo, Bart J. Emmer, Geert J. Lycklama à Nijeholt, Aeilko H. Zwinderman, Gustav J. Strijkers, Charles B. L. M. Majoie, Henk A. Marquering

Comput. Biol. Medicine, 2019