Accuracy of artificial intelligence for the detection of intracranial hemorrhage and chronic cerebral microbleeds: a systematic review and pooled analysis.

Journal: La Radiologia medica
Published Date: Aug 13, 2022

Abstract

BACKGROUND: Artificial intelligence (AI)-driven software has been developed and become commercially available within the past few years for the detection of intracranial hemorrhage (ICH) and chronic cerebral microbleeds (CMBs). However, there is currently no systematic review that summarizes all of these tools or provides pooled estimates of their performance.

Authors

  • Stavros Matsoukas
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA. Stavros.matsoukas@mountsinai.org.
  • Jacopo Scaggiante
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Braxton R Schuldt
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Colton J Smith
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Susmita Chennareddy
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Roshini Kalagara
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Shahram Majidi
    Department of Neurosurgery, Mount Sinai Health System, Annenberg Building, Room 20-86, 1468 Madison Ave, New York, NY, 10029, USA.
  • Joshua B Bederson
    Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York City, NY, USA.
  • Johanna T Fifi
    Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, New York, USA.
  • J Mocco
    Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, USA.
  • Christopher P Kellner
    Department of Neurosurgery, Icahn School of Medicine at Mount Sinai, New York, New York, New York, USA.

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