Bone strain index as a predictor of further vertebral fracture in osteoporotic women: An artificial intelligence-based analysis.

Journal: PloS one
PMID:

Abstract

BACKGROUND: Osteoporosis is an asymptomatic disease of high prevalence and incidence, leading to bone fractures burdened by high mortality and disability, mainly when several subsequent fractures occur. A fragility fracture predictive model, Artificial Intelligence-based, to identify dual X-ray absorptiometry (DXA) variables able to characterise those patients who are prone to further fractures called Bone Strain Index, was evaluated in this study.

Authors

  • Fabio Massimo Ulivieri
    UO Medicina Nucleare, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milano, Italy.
  • Luca Rinaudo
    TECHNOLOGIC Srl, Lungo Dora Voghera, Torino, Italy.
  • Luca Petruccio Piodi
    Milano, Italy.
  • Carmelo Messina
    Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milano, Italy; IRCCS Istituto Ortopedico Galeazzi, Milano, Italy.
  • Luca Maria Sconfienza
    Unit of Diagnostic and Interventional Radiology, IRCCS Istituto Ortopedico Galeazzi, Milan, Italy.
  • Francesco Sardanelli
    1 Unit of Radiology, Istituto di Ricovero e Cura a Carattere Scientifico Policlinico San Donato, Via Morandi 30, San Donato Milanese, 20097 Milan, Italy.
  • Giuseppe Guglielmi
    Dipartimento di Medicina Clinica e Sperimentale, Università degli Studi di Foggia, Viale Luigi Pinto, Foggia, Italy.
  • Enzo Grossi
    Villa Santa Maria Foundation, Tavernerio, Italy. enzo.grossi@bracco.com.