Development of a Complication- and Treatment-Aware Prediction Model for Favorable Functional Outcome in Aneurysmal Subarachnoid Hemorrhage Based on Machine Learning.

Abstract

Authors

• Nicolai Maldaner
  1Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Switzerland.
• Anna M Zeitlberger
  Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland.
• Marketa Sosnova
  Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland.
• Johannes Goldberg
  Department of Neurosurgery, University Hospital Bern, Bern, Switzerland.
• Christian Fung
  Department of Neurosurgery, Medical Center - University of Freiburg, Freiburg, Germany.
• David Bervini
  Department of Neurosurgery, Inselspital, Bern University Hospital, Bern, Switzerland.
• Adrien May
  Department of Neurosurgery, University Clinic Geneva, Geneva, Switzerland.
• Philippe Bijlenga
  Neurosurgery, Clinical Neurosciences Department, Faculty of Medicine, University of Geneva, Geneva, Switzerland.
• Karl Schaller
  Neurosurgery Clinic, University Hospital Geneva, Geneva, Switzerland.
• Michel Roethlisberger
  Department of Neurosurgery, Basel University Hospital, Basel, Switzerland.
• Jonathan Rychen
  Department of Neurosurgery, Basel University Hospital, Basel, Switzerland.
• Daniel W Zumofen
  Department of Neurosurgery, Neurology, and Radiology, Maimonides Medical Center, SUNY Downstate University, Brooklyn, NY, USA.
• Donato D'Alonzo
  Department of Neurosurgery, Kantonsspital Aarau, Aarau, Switzerland.
• Serge Marbacher
  Department of Neurosurgery, Kantonsspital Aarau, Aarau, Switzerland.
• Javier Fandino
  Department of Neurosurgery, Kantonsspital Aarau, Aarau, Switzerland.
• Roy Thomas Daniel
  Department of Clinical Neurosciences, Service of Neurosurgery, Lausanne University Hospital (CHUV), Lausanne, Switzerland.
• Jan-Karl Burkhardt
  Department of Neurosurgery, Baylor College of Medicine, Houston, USA.
• Alessio Chiappini
  Department of Neurosurgery, Ospedale Regionale di Lugano, Switzerland.
• Thomas Robert
  Department of Neurosurgery, Ospedale Regionale di Lugano, Switzerland.
• Bawarjan Schatlo
  Department of Neurosurgery, University Medicine Göttingen, Göttingen, Germany. schatlo@gmail.com.
• Josef Schmid
  Dynelytics, Zurich, Switzerland.
• Rodolfo Maduri
  Neurosurgery, Clinique de Genolier, Swiss Medical Network, Genolier, Switzerland.
• Victor E Staartjes
  Department of Neurosurgery, Bergman Clinics, Naarden, The Netherlands; and.
• Martin A Seule
  Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland.
• Astrid Weyerbrock
  Department of Neurosurgery, Kantonsspital St. Gallen, St. Gallen, Switzerland.
• Carlo Serra
  1Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Switzerland.
• Martin Nikolaus Stienen
  Department of Neurosurgery, University Hospital Zurich & Clinical Neuroscience Center, University of Zurich, Zurich, Switzerland.
• Oliver Bozinov
  Department of Neurosurgery, University Hospital Zurich, Zurich, Switzerland.
• Luca Regli
  Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland.

Keywords

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