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Page 1
Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.
Med Image Anal. 2022 May;78:102396. doi: 10.1016/j.media.2022.102396. Epub 2022 Feb 24.
Med Image Anal. 2022.
PMID: 35231850
Free article.
Toward Sharing Brain Images: Differentially Private TOF-MRA Images With Segmentation Labels Using Generative Adversarial Networks.
Kossen T, Hirzel MA, Madai VI, Boenisch F, Hennemuth A, Hildebrand K, Pokutta S, Sharma K, Hilbert A, Sobesky J, Galinovic I, Khalil AA, Fiebach JB, Frey D.
Kossen T, et al. Among authors: hildebrand k.
Front Artif Intell. 2022 May 2;5:813842. doi: 10.3389/frai.2022.813842. eCollection 2022.
Front Artif Intell. 2022.
PMID: 35586223
Free PMC article.
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Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks.
Kossen T, Subramaniam P, Madai VI, Hennemuth A, Hildebrand K, Hilbert A, Sobesky J, Livne M, Galinovic I, Khalil AA, Fiebach JB, Frey D.
Kossen T, et al. Among authors: hildebrand k.
Comput Biol Med. 2021 Apr;131:104254. doi: 10.1016/j.compbiomed.2021.104254. Epub 2021 Feb 15.
Comput Biol Med. 2021.
PMID: 33618105
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Image-to-image generative adversarial networks for synthesizing perfusion parameter maps from DSC-MR images in cerebrovascular disease.
Kossen T, Madai VI, Mutke MA, Hennemuth A, Hildebrand K, Behland J, Aslan C, Hilbert A, Sobesky J, Bendszus M, Frey D.
Kossen T, et al. Among authors: hildebrand k.
Front Neurol. 2023 Jan 10;13:1051397. doi: 10.3389/fneur.2022.1051397. eCollection 2022.
Front Neurol. 2023.
PMID: 36703627
Free PMC article.
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A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease.
Livne M, Rieger J, Aydin OU, Taha AA, Akay EM, Kossen T, Sobesky J, Kelleher JD, Hildebrand K, Frey D, Madai VI.
Livne M, et al. Among authors: hildebrand k.
Front Neurosci. 2019 Feb 28;13:97. doi: 10.3389/fnins.2019.00097. eCollection 2019.
Front Neurosci. 2019.
PMID: 30872986
Free PMC article.
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