Adam Hilbert

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Hausdorff Distance

Vessel Segmentation

Top Venues

Comput. Biol. Medicine

Frontiers Artif. Intell.

Medical Image Anal.

Publications

Felix Lohrke, Vince Istvan Madai, Tabea Kossen, Orhun Utku Aydin, Jonas Behland, Adam Hilbert, Matthias Anthony Mutke, Martin Bendszus, Jan Sobesky, Dietmar Frey
Perfusion parameter map generation from TOF-MRA in stroke using generative adversarial networks. NeuroImage 298 (2024)
Patrick Rockenschaub, Adam Hilbert, Tabea Kossen, Falk von Dincklage, Vince Istvan Madai, Dietmar Frey
From Single-Hospital to Multi-Centre Applications: Enhancing the Generalisability of Deep Learning Models for Adverse Event Prediction in the ICU. CoRR (2023)
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
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks. Medical Image Anal. 78 (2022)
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
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks. Frontiers Artif. Intell. 5 (2022)
Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai
An evaluation of performance measures for arterial brain vessel segmentation. BMC Medical Imaging 21 (1) (2021)
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
Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks. Comput. Biol. Medicine 131 (2021)
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
BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease. Frontiers Artif. Intell. 3 (2020)
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
Anonymization of labeled TOF-MRA images for brain vessel segmentation using generative adversarial networks. CoRR (2020)
Orhun Utku Aydin, Abdel Aziz Taha, Adam Hilbert, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, Dietmar Frey, Vince Istvan Madai
On The Usage Of Average Hausdorff Distance For Segmentation Performance Assessment: Hidden Bias When Used For Ranking. CoRR (2020)
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
Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke. Comput. Biol. Medicine 115 (2019)