Assessment of an Artificial Intelligence Algorithm for Detection of Intracranial Hemorrhage.

Journal: World neurosurgery
Published Date: Jun 1, 2021

Abstract

BACKGROUND: Immediate and accurate detection of intracranial hemorrhages (ICHs) is essential to provide a good clinical outcome for patients with ICH. Artificial intelligence has the potential to provide this, but the assessment of these methods needs to be investigated in depth. This study aimed to assess the ability of Canon's Stroke Solution ICH detection algorithm to accurately identify patients both with and without ICHs present.

Authors

  • Ryan A Rava
    Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, New York, USA.
  • Samantha E Seymour
    Department of Biomedical Engineering, University at Buffalo, Buffalo, New York, USA; Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA.
  • Meredith E LaQue
    Department of Biomedical Engineering, University at Buffalo, Buffalo, New York, USA; Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA.
  • Blake A Peterson
    Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA.
  • Kenneth V Snyder
    Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA.
  • Maxim Mokin
    Department of Neurosurgery, University of South Florida, Tampa, Florida, USA.
  • Muhammad Waqas
    Department of Botanical and Environmental Science, Kohat University of Science and Technology, Kohat, 26000, Khyber Pakhtunkhwa, Pakistan.
  • Yiemeng Hoi
    Canon Medical Systems USA, Tustin, CA.
  • Jason M Davies
    Philip R. Lee Institute for Health Policy Studies, School of Medicine, University of California, San Francisco.
  • Elad I Levy
    Canon Stroke and Vascular Research Center, University at Buffalo, Buffalo, New York, USA; Jacobs School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, New York, USA; Department of Neurosurgery, University at Buffalo, Buffalo, New York, USA.
  • Adnan H Siddiqui
    2Canon Stroke and Vascular Research Center, University at Buffalo, the State University of New York, Buffalo, New York.
  • Ciprian N Ionita
    Department of Medical Physics, University at Buffalo, State University of New York, Buffalo, New York, USA.

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