Predictive score for complete occlusion of intracranial aneurysms treated by flow-diverter stents using machine learning.

Journal: Journal of neurointerventional surgery
Published Date: Apr 1, 2021

Abstract

BACKGROUND: Complete occlusion of an intracranial aneurysm (IA) after the deployment of a flow-diverter stent is currently unpredictable. The aim of this study was to develop a predictive occlusion score based on pretreatment clinical and angiographic criteria.

Authors

  • Alexis Guédon
    Biosurgical Research Lab (Carpentier Foundation), European Georges-Pompidou Hospital, INSERM UMR_S 1140, University of Paris, Paris, France.
  • Cédric Thépenier
    French Armed Forces Biomedical Research Institute (IRBA), Brétigny-sur-Orge, France.
  • Eimad Shotar
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Joseph Gabrieli
    Department of Neuroradiology, University of Padova Faculty of Medicine and Surgery, Padova, Veneto, Italy.
  • Bertrand Mathon
    Department of Neurosurgery, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Kévin Premat
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Stéphanie Lenck
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Vincent Degos
  • Nader Sourour
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Frédéric Clarençon
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France frederic.clarencon@aphp.fr.

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