Artificial Intelligence Applied to Osteoporosis: A Performance Comparison of Machine Learning Algorithms in Predicting Fragility Fractures From MRI Data.

Journal: Journal of magnetic resonance imaging : JMRI
Published Date:

Abstract

BACKGROUND: A current challenge in osteoporosis is identifying patients at risk of bone fracture.

Authors

  • Uran Ferizi
    New York University School of Medicine, New York, New York, USA.
  • Harrison Besser
    New York University School of Medicine, New York, New York, USA.
  • Pirro Hysi
    Department of Twin Research and Genetic Epidemiology, Kings College, London, UK.
  • Joseph Jacobs
    Department of Computer Science, University College, London, UK.
  • Chamith S Rajapakse
    University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, USA.
  • Cheng Chen
    Key Laboratory of Precision and Intelligent Chemistry, School of Chemistry and Materials Science, University of Science and Technology of China, China.
  • Punam K Saha
    Departments of Radiology and Electrical and Computer Engineering, University of Iowa, Iowa City, IA, 52242.
  • Stephen Honig
    New York University School of Medicine, New York, New York, USA.
  • Gregory Chang
    New York University School of Medicine, New York, New York, USA.