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A U-Net Deep Learning Framework for High Performance Vessel Segmentation in Patients With Cerebrovascular Disease.
Front Neurosci. 2019 Feb 28;13:97. doi: 10.3389/fnins.2019.00097. eCollection 2019.
Front Neurosci. 2019.
PMID: 30872986
Free PMC article.
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: akay em.
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.
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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: akay em.
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.
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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: akay em.
Front Neurol. 2022 Oct 17;13:1000914. doi: 10.3389/fneur.2022.1000914. eCollection 2022.
Front Neurol. 2022.
PMID: 36341105
Free PMC article.
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Personalised simulation of hemodynamics in cerebrovascular disease: lessons learned from a study of diagnostic accuracy.
Behland J, Madai VI, Aydin OU, Akay EM, Kossen T, Hilbert A, Sobesky J, Vajkoczy P, Frey D.
Behland J, et al. Among authors: akay em.
Front Neurol. 2023 Sep 12;14:1230402. doi: 10.3389/fneur.2023.1230402. eCollection 2023.
Front Neurol. 2023.
PMID: 37771452
Free PMC article.
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A deep learning analysis of stroke onset time prediction and comparison to DWI-FLAIR mismatch.
Akay EMZ, Rieger J, Schöttler R, Behland J, Schymczyk R, Khalil AA, Galinovic I, Sobesky J, Fiebach JB, Madai VI, Hilbert A, Frey D.
Akay EMZ, et al.
Neuroimage Clin. 2023;40:103544. doi: 10.1016/j.nicl.2023.103544. Epub 2023 Nov 16.
Neuroimage Clin. 2023.
PMID: 38000188
Free PMC article.
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Artificial Intelligence for Clinical Decision Support in Acute Ischemic Stroke: A Systematic Review.
Akay EMZ, Hilbert A, Carlisle BG, Madai VI, Mutke MA, Frey D.
Akay EMZ, et al.
Stroke. 2023 Jun;54(6):1505-1516. doi: 10.1161/STROKEAHA.122.041442. Epub 2023 May 22.
Stroke. 2023.
PMID: 37216446
Free article.
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Lymphomatoid papulosis: A cutaneous lymphoproliferative disorder in a patient on fingolimod for multiple sclerosis.
Samaraweera AP, Cohen SN, Akay EM, Evangelou N.
Samaraweera AP, et al. Among authors: akay em.
Mult Scler. 2016 Jan;22(1):122-4. doi: 10.1177/1352458515597568. Epub 2015 Jul 28.
Mult Scler. 2016.
PMID: 26219664
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