Use of Deep Learning to Predict Final Ischemic Stroke Lesions From Initial Magnetic Resonance Imaging.

Journal: JAMA network open
Published Date:

Abstract

IMPORTANCE: Predicting infarct size and location is important for decision-making and prognosis in patients with acute stroke.

Authors

  • Yannan Yu
  • Yuan Xie
  • Thoralf Thamm
    Department of Radiology, Stanford University, Stanford, California.
  • Enhao Gong
    Department of Electrical Engineering, Stanford University, Stanford, California, USA.
  • Jiahong Ouyang
    Stanford University, Stanford CA 94305, USA.
  • Charles Huang
    Department of Electrical Engineering, Stanford University, Stanford, California.
  • Soren Christensen
    1 Stanford Stroke Center, Stanford University Medical Center, Stanford, CA, USA.
  • Michael P Marks
    Department of Radiology, Stanford University, Stanford, California.
  • Maarten G Lansberg
    1 Stanford Stroke Center, Stanford University Medical Center, Stanford, CA, USA.
  • Gregory W Albers
    1 Stanford Stroke Center, Stanford University Medical Center, Stanford, CA, USA.
  • Greg Zaharchuk
    Stanford University, Stanford CA 94305, USA.