Outcomes and Complications After Endovascular Treatment of Brain Arteriovenous Malformations: A Prognostication Attempt Using Artificial Intelligence.

Journal: World neurosurgery
Published Date: Dec 1, 2016

Abstract

PURPOSE: To identify factors influencing outcome in brain arteriovenous malformations (BAVM) treated with endovascular embolization. We also assessed the feasibility of using machine learning techniques to prognosticate and predict outcome and compared this to conventional statistical analyses.

Authors

  • Hamed Asadi
    Neurointerventional Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland; School of Medicine, Faculty of Health, Deakin University, Waurn Ponds, Australia. Electronic address: asadi.hamed@gmail.com.
  • Hong Kuan Kok
    Interventional Radiology Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland.
  • Seamus Looby
    Neurointerventional Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland.
  • Paul Brennan
    Neurointerventional Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland.
  • Alan O'Hare
    Neurointerventional Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland.
  • John Thornton
    Neurointerventional Service, Department of Radiology, Beaumont Hospital, Dublin, Ireland.

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