Development and multi-institutional validation of a convolutional neural network to detect vertebral body mis-alignments in 2D x-ray setup images.

Abstract

Authors

• Rachel Petragallo
  Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.
• Pascal Bertram
  Brainlab AG, Munich, Germany.
• Per Halvorsen
  Department of Radiation Oncology, Beth Israel - Lahey Health, Burlington, Massachusetts, USA.
• Ileana Iftimia
  Department of Radiation Oncology, Beth Israel - Lahey Health, Burlington, Massachusetts, USA.
• Daniel A Low
  Department of Radiation Oncology, UCLA, 200 Medical Plaza, Suite B265, Los Angeles, CA, 90095, USA.
• Olivier Morin
  Department of Radiation Oncology, University of California, San Francisco, California.
• Ganesh Narayanasamy
  Department of Radiation Oncology, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA.
• Daniel L Saenz
  Department of Radiation Oncology, University of Texas HSC SA, San Antonio, Texas, USA.
• Kevinraj N Sukumar
  Department of Radiation Oncology, Piedmont Healthcare, Atlanta, Georgia, USA.
• Gilmer Valdes
  Department of Radiation Oncology, University of California, San Francisco, California.
• Lauren Weinstein
  Department of Radiation Oncology, Kaiser Permanente, South San Francisco, California, USA.
• Michelle C Wells
  Department of Radiation Oncology, Piedmont Healthcare, Atlanta, Georgia, USA.
• Benjamin P Ziemer
  Department of Radiation Oncology, University of California, San Francisco, CA.
• James M Lamb
  Department of Radiation Oncology, University of California Los Angeles, Los Angeles, California, USA.

Keywords

External Resources