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Updated: Jul 27, 2025

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Published on: January 31, 2025
Osteoporosis and gut microbiota, radiofrequency echographic multispectrometry and machine learning: one year in
Michele Maffi1, Giammarco De Mattia2, Maurizio Mazzantini2
1Rheumatology Unit, Department of Clinical and Experimental Medicine, University of Pisa, Italy. michele.maffi93@gmail.com.
Abstract:
Osteoporosis is a prevalent bone disease with a relevant burden of mortality and comorbidity, especially due to fragility fractures occurring as a result of reduced bone mineral density. In this review we provide a critical digest of the most recent literature regarding the relationship between gut microbiota and osteoporosis, and discuss the role of radiofrequency echographic multi-spectrometry (REMS) and machine learning in the diagnostic work-up and prevention of osteoporosis.
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