Off-Label use of Woven EndoBridge device for intracranial brain aneurysm treatment: Modeling of occlusion outcome.

Journal: Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association
PMID:

Abstract

INTRODUCTION: The Woven EndoBridge (WEB) device is emerging as a novel therapy for intracranial aneurysms, but its use for off-label indications requires further study. Using machine learning, we aimed to develop predictive models for complete occlusion after off-label WEB treatment and to identify factors associated with occlusion outcomes.

Authors

  • Muhammed Amir Essibayi
    Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
  • Mohamed Sobhi Jabal
    Department of Radiology, Mayo Clinic, Rochester, MN, United States. Electronic address: jabal.mohamedsobhi@mayo.edu.
  • Basel Musmar
    School of Medicine, An-Najah National University, Nablus, Palestine.
  • Nimer Adeeb
    Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA.
  • Hamza Salim
    Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA.
  • Assala Aslan
    Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA.
  • Nicole M Cancelliere
    1Division of Neuroradiology, Department of Medical Imaging, Toronto Western Hospital, University Health Network, University of Toronto; and.
  • Rachel M McLellan
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Oktay Algin
    Department of Radiology, Ataturk Training and Research Hospital, Ankara Yıldırım Beyazıt University, Ankara, Turkey; National MR Research Center, Bilkent University, Ankara, Turkey.
  • Sherief Ghozy
    Department of Neuroradiology, Mayo Clinic, Rochester, Minnesota, USA.
  • Sovann V Lay
    Department of Neuroradiology, Centre Hospitalier de Toulouse, Toulouse, France.
  • Adrien Guenego
    Department of Neuroradiology, Hôpital Universitaire Erasme, Bruxelles, Belgium.
  • Leonardo Renieri
    Interventional Neuroradiology Unit, Department of Neuroscience, Psychology, Pharmacology and Child Health, Careggi University Hospital and University of Florence, Florence, Italy.
  • Joseph Carnevale
    Department of Neurosurgery and Neuroradiology, New York Presbyterian Hospital and Weill Cornell School of Medicine, New York, NY, USA.
  • Guillaume Saliou
    Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland.
  • Panagiotis Mastorakos
    Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA.
  • Kareem El Naamani
    Department of Neurosurgery, Thomas Jefferson University Hospital, Philadelphia, PA, USA.
  • Eimad Shotar
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Kévin Premat
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France.
  • Markus Möhlenbruch
    Dept. of Neuroradiology, Heidelberg University Hospital, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany.
  • Michael Kral
    Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria.
  • Omer Doron
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Charlotte Chung
    Department of Biomedical Informatics, Emory School of Medicine, Atlanta, GA, USA.
  • Mohamed M Salem
    Neurosurgery Service, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA.
  • Ivan Lylyk
    Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina.
  • Paul M Foreman
    Department of Neurosurgery, Orlando Health Neuroscience and Rehabilitation Institute, Orlando, FL, USA.
  • Jay A Vachhani
    Department of Neurosurgery, Orlando Health Neuroscience and Rehabilitation Institute, Orlando, FL, USA.
  • Hamza Shaikh
    Departments of Radiology & Neurosurgery, Cooper University Health Care, Camden, NJ, USA.
  • Vedran Župančić
    Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia.
  • Muhammad U Hafeez
    Department of Neurosurgery, UTMB and Baylor School of Medicine, Houston, TX, USA.
  • Joshua Catapano
    Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA.
  • Muhammad Waqas
    Department of Botanical and Environmental Science, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan.
  • Kivilcim Yavuz
    Department of Radiology, Medical Faculty of Ankara University, Ankara, Turkey.
  • Yasin Celal Güneş
    Kırıkkale Yüksek İhtisas Hospital, Clinic of Radiology, Kırıkkale, Türkiye.
  • James D Rabinov
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Yifan Ren
    Department of Neuroradiology, Austin Health, Victoria, Australia.
  • Clemens M Schirmer
    Department of Neurosurgery and Radiology, Geisinger Hospital, Danville, PA, USA.
  • Mariangela Piano
    Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milano, Italy.
  • Anna L Kühn
    Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA.
  • Caterina Michelozzi
    Department of Neuroradiology, Ospedale San Raffaele, Milano, Italy.
  • Robert M Starke
    Department of Neurosurgery, University of Virginia Medical Center, Charlottesville, VA, USA.
  • Ameer Hassan
    Department of Neuroradiology, Valley Baptist Neuroscience Institute, Harlingen, TX, USA.
  • Mark Ogilvie
    Departments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA.
  • Anh Nguyen
    Department of Computer Science and Software Engineering, Auburn University, AL, USA. Electronic address: anhnguyen@auburn.edu.
  • Jesse Jones
    Departments of Neurosurgery and Radiology, University of Alabama at Birmingham, Birmingham, AL, USA.
  • Waleed Brinjikji
    Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States of America.
  • Marie T Nawka
    Department of Diagnostic and Interventional Neuroradiology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Marios Psychogios
    Department of Diagnostic and Interventional Neuroradiology, Basel University Hospital, Petersgraben 4, 4031, Basel, Switzerland.
  • Christian Ulfert
    Department of Neuroradiology, Heidelberg University Hospital, Heidelberg, Germany.
  • Jose Danilo Bengzon Diestro
    Department of Neuroradiology, St. Michael's Hospital, Toronto, ON, Canada.
  • Bryan Pukenas
    Department of Neurosurgery, University of Pennsylvania Medical Center, Philadelphia, PA, USA.
  • Jan-Karl Burkhardt
    Department of Neurosurgery, Baylor College of Medicine, Houston, USA.
  • Thien Huynh
    Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.
  • Juan Carlos Martinez Gutierrez
    Department of Neuroradiology, University of Texas Health Science Center at Houston, Houston, USA.
  • Sunil A Sheth
  • Gary Spiegel
    Department of Neuroradiology, University of Texas Health Science Center at Houston, Houston, USA.
  • Rabih Tawk
    Departments of Radiology and Neurosurgery, Mayo Clinic, Jacksonville, FL, USA.
  • Boris Lubicz
    Department of Neuroradiology, Hôpital Universitaire Erasme, Bruxelles, Belgium.
  • Pietro Panni
    Department of Neuroradiology, Ospedale San Raffaele, Milano, Italy.
  • Ajit S Puri
    Department of Neuroradiology, UMass Memorial Hospital, Worcester, MA, USA.
  • Guglielmo Pero
    Department of Neuroradiology, Ospedale Niguarda Cà Granda, Milano, Italy.
  • Erez Nossek
    Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA.
  • Eytan Raz
    Departments of Radiology & Neurosurgery, NYU Langone Health Center, New York, NY, USA.
  • Monika Killer-Oberfalzer
    Department of Neurosurgery, Christian Doppler University Hospital & Institute of Neurointervention, Salzburg, Austria.
  • Christoph J Griessenauer
    Department of Vascular and Endovascular Neurosurgery (C.J.G.), Geisinger, Danville, PA.
  • 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.
  • Adnan Siddiqui
    Canon Stroke and Vascular Research Center, Buffalo, New York, USA.
  • Allan L Brook
    Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
  • Neil Haranhalli
    Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA.
  • Andrew F Ducruet
    Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA.
  • Felipe C Albuquerque
    Department of Neurosurgery, Barrow Neurological Institute, Phoenix, AZ, USA.
  • Robert W Regenhardt
    Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
  • Christopher J Stapleton
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Peter Kan
    4Department of Neurosurgery, University of Texas Medical Branch, Galveston, Texas.
  • Vladimir Kalousek
    Department of Neuroradiology, Clinical Hospital Center 'Sisters of Mercy', Zagreb, Croatia.
  • Pedro Lylyk
    Department of Neuroradiology, Clínica La Sagrada Familia, Buenos Aires, Argentina.
  • Srikanth Boddu
    Department of Neuroradiology, Centre Hospitalier Vaudois de Lausanne, Lausanne, Switzerland.
  • Jared Knopman
    Department of Neurosurgery and Neuroradiology, New York Presbyterian Hospital and Weill Cornell School of Medicine, New York, NY, USA.
  • Mohammad A Aziz-Sultan
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Stavropoula I Tjoumakaris
    Department of Neurological Surgery, Thomas Jefferson University Hospital, 901 Walnut Street 3rd Floor, Philadelphia, PA 19107, USA.
  • Frédéric Clarençon
    Department of Neuroradiology, Pitié-Salpêtrière Hospital, AP-HP, Paris, France frederic.clarencon@aphp.fr.
  • Nicola Limbucci
    Interventional Neuroradiology Unit, Department of Neuroscience, Psychology, Pharmacology and Child Health, Careggi University Hospital and University of Florence, Florence, Italy.
  • Hugo H Cuellar-Saenz
    Department of Neurosurgery and Interventional Neuroradiology, Louisiana State University, Shreveport, LA, USA.
  • Pascal M Jabbour
    Department of Neurological Surgery, Thomas Jefferson University Hospital, 901 Walnut Street 3rd Floor, Philadelphia, PA 19107, USA. Electronic address: pascal.jabbour@jefferson.edu.
  • Vitor Mendes Pereira
    Department of Neuroradiology, Massachusetts General Hospital & Brigham and Women's Hospital, Boston, MA, USA.
  • Aman B Patel
    Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
  • David Altschul
    Department of Neurological Surgery and Montefiore-Einstein Cerebrovascular Research Lab, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, NY, USA. Electronic address: daltschu@montefiore.org.
  • Adam A Dmytriw
    Department of Neurosurgery, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.