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Moving Toward Explainable Decisions of Artificial Intelligence Models for the Prediction of Functional Outcomes of Ischemic Stroke Patients.
In: Linwood SL, editor. Digital Health [Internet]. Brisbane (AU): Exon Publications; 2022 Apr 29. Chapter 6.
In: Linwood SL, editor. Digital Health [Internet]. Brisbane (AU): Exon Publications; 2022 Apr 29. Chapter 6.
PMID: 35605071
Free Books & Documents.
Review.
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: zihni e.
Neurosurg Rev. 2023 Aug 19;46(1):206. doi: 10.1007/s10143-023-02114-0.
Neurosurg Rev. 2023.
PMID: 37596512
Free PMC article.
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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: zihni e.
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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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.
PLoS One. 2020 Apr 6;15(4):e0231166. doi: 10.1371/journal.pone.0231166. eCollection 2020.
PLoS One. 2020.
PMID: 32251471
Free PMC article.
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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: zihni e.
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.
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