Impact of middle meningeal artery embolization on neurological complications and discharge outcomes in chronic subdural hematoma: A machine learning-based comparative study.

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Title: Impact of middle meningeal artery embolization on neurological complications and discharge outcomes in chronic subdural hematoma: A machine learning-based comparative study.
Authors: Ghaith AK; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA. abdulkarimghaith@gmail.com.; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA. abdulkarimghaith@gmail.com., Kanbar K; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., Yang X; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA., Radwan H; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA., Amatya B; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA., Rios-Zermeno J; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA., Tang L; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA., Alfonzo-Horowitz M; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA., Ghaith M; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA., Hamadeh N; Faculty of Medicine, American University of Beirut, Beirut, Lebanon., Khoury JVME; Faculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon., Hamouda AM; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA., Salem MM; Department of Neurosurgery, University of Colorado, School of Medicine, Aurora, CO, USA., Fox WC; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA.; Faculty of Medicine, American University of Beirut, Beirut, Lebanon.; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA.; Faculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.; Department of Neurosurgery, University of Colorado, School of Medicine, Aurora, CO, USA., Tawk R; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA.
Source: Neurosurgical review [Neurosurg Rev] 2026 Jun 08; Vol. 49 (1). Date of Electronic Publication: 2026 Jun 08.
Publication Type: Journal Article; Comparative Study
Journal Info: Publisher: Springer Berlin Heidelberg Country of Publication: Germany NLM ID: 7908181 Publication Model: Electronic Cited Medium: Internet ISSN: 1437-2320 (Electronic) Linking ISSN: 03445607 NLM ISO Abbreviation: Neurosurg Rev Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Impact of middle meningeal artery embolization on neurological complications and discharge outcomes in chronic subdural hematoma: A machine learning-based comparative study.
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  Data: <searchLink fieldCode="AU" term="%22Ghaith+AK%22">Ghaith AK</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA. abdulkarimghaith@gmail.com.; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA. abdulkarimghaith@gmail.com.<br /><searchLink fieldCode="AU" term="%22Kanbar+K%22">Kanbar K</searchLink>; Faculty of Medicine, American University of Beirut, Beirut, Lebanon.<br /><searchLink fieldCode="AU" term="%22Yang+X%22">Yang X</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Radwan+H%22">Radwan H</searchLink>; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Amatya+B%22">Amatya B</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Rios-Zermeno+J%22">Rios-Zermeno J</searchLink>; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Tang+L%22">Tang L</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Alfonzo-Horowitz+M%22">Alfonzo-Horowitz M</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Ghaith+M%22">Ghaith M</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.<br /><searchLink fieldCode="AU" term="%22Hamadeh+N%22">Hamadeh N</searchLink>; Faculty of Medicine, American University of Beirut, Beirut, Lebanon.<br /><searchLink fieldCode="AU" term="%22Khoury+JVME%22">Khoury JVME</searchLink>; Faculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.<br /><searchLink fieldCode="AU" term="%22Hamouda+AM%22">Hamouda AM</searchLink>; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA.<br /><searchLink fieldCode="AU" term="%22Salem+MM%22">Salem MM</searchLink>; Department of Neurosurgery, University of Colorado, School of Medicine, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Fox+WC%22">Fox WC</searchLink>; Department of Neurosurgery, School of Medicine, Johns Hopkins University, Baltimore, MD, USA.; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA.; Faculty of Medicine, American University of Beirut, Beirut, Lebanon.; Department of Neurosurgery, School of Medicine, Mayo Clinic Florida, Jacksonville, FL, USA.; Faculty of Medicine, Saint Joseph University of Beirut, Riad El Solh, 11-5076, Lebanon.; Department of Neurosurgery, University of Colorado, School of Medicine, Aurora, CO, USA.<br /><searchLink fieldCode="AU" term="%22Tawk+R%22">Tawk R</searchLink>; Department of Neurosurgery, School of Medicine, University of Alabama, Birmingham, AL, USA.
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              Text: 2026 Jun 08
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