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2020 – today
- 2022
[j6]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: 813842 (2022)- [j5]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: 102396 (2022) - 2021
- [j4]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): 113 (2021) - [j3]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: 104254 (2021) - 2020
- [j2]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: 552258 (2020) - [c1]Esra Zihni, Vince Istvan Madai, Ahmed A. Khalil, Ivana Galinovic, Jochen B. Fiebach, John D. Kelleher, Dietmar Frey, Michelle Livne:
Multimodal Fusion Strategies for Outcome Prediction in Stroke. HEALTHINF 2020: 421-428 - [i2]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 abs/2009.00215 (2020) - [i1]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 abs/2009.04227 (2020)
2010 – 2019
- 2012
- [j1]Ivana Galinovic, Ann-Christin Ostwaldt, Carina Soemmer, Helena Bros, Benjamin Hotter, Peter Brunecker, Jochen B. Fiebach:
Automated vs manual delineations of regions of interest- a comparison in commercially available perfusion MRI software. BMC Medical Imaging 12: 16 (2012)
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