Hilbert A - Search Results

1

Enhancing the prediction for shunt-dependent hydrocephalus after aneurysmal subarachnoid hemorrhage using a machine learning approach.

Frey D, Hilbert A, Früh A, Madai VI, Kossen T, Kiewitz J, Sommerfeld J, Vajkoczy P, Unteroberdörster M, Zihni E, Brune SC, Wolf S, Dengler NF. Frey D, et al. Among authors: hilbert a. Neurosurg Rev. 2023 Aug 19;46(1):206. doi: 10.1007/s10143-023-02114-0. Neurosurg Rev. 2023. PMID: 37596512 Free PMC article.

2

Outcome prediction in aneurysmal subarachnoid hemorrhage: a comparison of machine learning methods and established clinico-radiological scores.

Dengler NF, Madai VI, Unteroberdörster M, Zihni E, Brune SC, Hilbert A, Livne M, Wolf S, Vajkoczy P, Frey D. Dengler NF, et al. Among authors: hilbert a. Neurosurg Rev. 2021 Oct;44(5):2837-2846. doi: 10.1007/s10143-020-01453-6. Epub 2021 Jan 20. Neurosurg Rev. 2021. PMID: 33474607 Free PMC article.

3

On the usage of average Hausdorff distance for segmentation performance assessment: hidden error when used for ranking.

Aydin OU, Taha AA, Hilbert A, Khalil AA, Galinovic I, Fiebach JB, Frey D, Madai VI. Aydin OU, et al. Among authors: hilbert a. Eur Radiol Exp. 2021 Jan 21;5(1):4. doi: 10.1186/s41747-020-00200-2. Eur Radiol Exp. 2021. PMID: 33474675 Free PMC article.

4

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: hilbert a. Comput Biol Med. 2021 Apr;131:104254. doi: 10.1016/j.compbiomed.2021.104254. Epub 2021 Feb 15. Comput Biol Med. 2021. PMID: 33618105

5

BRAVE-NET: Fully Automated Arterial Brain Vessel Segmentation in Patients With Cerebrovascular Disease.

Hilbert A, Madai VI, Akay EM, Aydin OU, Behland J, Sobesky J, Galinovic I, Khalil AA, Taha AA, Wuerfel J, Dusek P, Niendorf T, Fiebach JB, Frey D, Livne M. Hilbert A, et al. Front Artif Intell. 2020 Sep 25;3:552258. doi: 10.3389/frai.2020.552258. eCollection 2020. Front Artif Intell. 2020. PMID: 33733207 Free PMC article.

6

An evaluation of performance measures for arterial brain vessel segmentation.

Aydin OU, Taha AA, Hilbert A, Khalil AA, Galinovic I, Fiebach JB, Frey D, Madai VI. Aydin OU, et al. Among authors: hilbert a. BMC Med Imaging. 2021 Jul 16;21(1):113. doi: 10.1186/s12880-021-00644-x. BMC Med Imaging. 2021. PMID: 34271876 Free PMC article.

7

Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks.

Subramaniam P, Kossen T, Ritter K, Hennemuth A, Hildebrand K, Hilbert A, Sobesky J, Livne M, Galinovic I, Khalil AA, Fiebach JB, Frey D, Madai VI. Subramaniam P, et al. Among authors: hilbert a. 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.

8

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: hilbert a. 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.

9

Machine Learning-Based Identification of Target Groups for Thrombectomy in Acute Stroke.

Quandt F, Flottmann F, Madai VI, Alegiani A, Küpper C, Kellert L, Hilbert A, Frey D, Liebig T, Fiehler J, Goyal M, Saver JL, Gerloff C, Thomalla G, Tiedt S; GSR investigators and the VISTA-Endovascular Collaborators. Quandt F, et al. Among authors: hilbert a. Transl Stroke Res. 2023 Jun;14(3):311-321. doi: 10.1007/s12975-022-01040-5. Epub 2022 Jun 7. Transl Stroke Res. 2023. PMID: 35670996 Free PMC article.

10

Comparing Poor and Favorable Outcome Prediction With Machine Learning After Mechanical Thrombectomy in Acute Ischemic Stroke.

Mutke MA, Madai VI, Hilbert A, Zihni E, Potreck A, Weyland CS, Möhlenbruch MA, Heiland S, Ringleb PA, Nagel S, Bendszus M, Frey D. Mutke MA, et al. Among authors: hilbert a. Front Neurol. 2022 May 27;13:737667. doi: 10.3389/fneur.2022.737667. eCollection 2022. Front Neurol. 2022. PMID: 35693017 Free PMC article.

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