Livne M - Search Results

1

To explain or not to explain?-Artificial intelligence explainability in clinical decision support systems.

Amann J, Vetter D, Blomberg SN, Christensen HC, Coffee M, Gerke S, Gilbert TK, Hagendorff T, Holm S, Livne M, Spezzatti A, Strümke I, Zicari RV, Madai VI; Z-Inspection initiative. Amann J, et al. Among authors: livne m. PLOS Digit Health. 2022 Feb 17;1(2):e0000016. doi: 10.1371/journal.pdig.0000016. eCollection 2022 Feb. PLOS Digit Health. 2022. PMID: 36812545 Free PMC article.

2

Opening the black box of artificial intelligence for clinical decision support: A study predicting stroke outcome.

Zihni E, Madai VI, Livne M, Galinovic I, Khalil AA, Fiebach JB, Frey D. Zihni E, et al. Among authors: livne m. PLoS One. 2020 Apr 6;15(4):e0231166. doi: 10.1371/journal.pone.0231166. eCollection 2020. PLoS One. 2020. PMID: 32251471 Free PMC article.

3

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: livne m. 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.

4

A precision medicine framework for personalized simulation of hemodynamics in cerebrovascular disease.

Frey D, Livne M, Leppin H, Akay EM, Aydin OU, Behland J, Sobesky J, Vajkoczy P, Madai VI. Frey D, et al. Among authors: livne m. Biomed Eng Online. 2021 May 1;20(1):44. doi: 10.1186/s12938-021-00880-w. Biomed Eng Online. 2021. PMID: 33933080 Free PMC article.

5

Anatomical labeling of intracranial arteries with deep learning in patients with cerebrovascular disease.

Hilbert A, Rieger J, Madai VI, Akay EM, Aydin OU, Behland J, Khalil AA, Galinovic I, Sobesky J, Fiebach J, Livne M, Frey D. Hilbert A, et al. Among authors: livne m. Front Neurol. 2022 Oct 17;13:1000914. doi: 10.3389/fneur.2022.1000914. eCollection 2022. Front Neurol. 2022. PMID: 36341105 Free PMC article.

6

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. Among authors: livne m. 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.

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: livne m. 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

A PET-Guided Framework Supports a Multiple Arterial Input Functions Approach in DSC-MRI in Acute Stroke.

Livne M, Madai VI, Brunecker P, Zaro-Weber O, Moeller-Hartmann W, Heiss WD, Mouridsen K, Sobesky J. Livne M, et al. J Neuroimaging. 2017 Sep;27(5):486-492. doi: 10.1111/jon.12428. Epub 2017 Feb 16. J Neuroimaging. 2017. PMID: 28207200

9

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

10

Multiparametric Model for Penumbral Flow Prediction in Acute Stroke.

Livne M, Kossen T, Madai VI, Zaro-Weber O, Moeller-Hartmann W, Mouridsen K, Heiss WD, Sobesky J. Livne M, et al. Stroke. 2017 Jul;48(7):1849-1854. doi: 10.1161/STROKEAHA.117.016631. Epub 2017 Jun 19. Stroke. 2017. PMID: 28630234

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