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Original research
Machine learning improves prediction of delayed cerebral ischemia in patients with subarachnoid hemorrhage

Authors

  • Lucas Alexandre Ramos Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Wessel E van der Steen Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands Neurosurgical Center Amsterdam, Academic Medical Center, Amsterdam, The Netherlands Department of Neurology, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Renan Sales Barros Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Charles B L M Majoie Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Rene van den Berg Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Dagmar Verbaan Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • W Peter Vandertop Neurosurgical Center Amsterdam, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • I Jsbrand Andreas Jan Zijlstra Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • A H Zwinderman Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Gustav J Strijkers Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Silvia Delgado Olabarriaga Department of Clinical Epidemiology, Biostatistics and Bioinformatics, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  • Henk A Marquering Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam, The Netherlands Department of Radiology and Nuclear Medicine, Academic Medical Center, Amsterdam, The Netherlands PubMed articlesGoogle scholar articles
  1. Correspondence to MSc Lucas Alexandre Ramos, Department of Biomedical Engineering and Physics, Academic Medical Center, Amsterdam 1105 AZ, The Netherlands; l.a.ramos{at}amc.uva.nl
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Citation

Ramos LA, van der Steen WE, Sales Barros R, et al
Machine learning improves prediction of delayed cerebral ischemia in patients with subarachnoid hemorrhage

Publication history

  • Received July 16, 2018
  • Revised October 9, 2018
  • Accepted October 11, 2018
  • First published November 10, 2018.
Online issue publication 
April 15, 2019

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