Assessment of Bone Mineral Density from Lumbosacral MRI: A Retrospective Study with Texture Analysis Radiomics

Assessment of Bone Mineral Density from Lumbosacral MRI: A Retrospective Study with Texture Analysis Radiomics

Osteoporosis is a common condition characterized by low bone mineral density (BMD) and deterioration of bone microarchitecture, leading to increased risk of fractures. Early diagnosis and treatment of osteoporosis are critical for preventing fractures and their associated morbidity and mortality. Cu...

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Bibliographic Details
Main Authors: Giulio Vara, Paolo Spinnato, Giancarlo Facchini, Marco Miceli, Francesco Ursini, Luca Spinardi, Gianfranco Vornetti, Stefano Ratti
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
texture analysis
radiomics
osteoporosis
MRI
machine learning
Online Access:https://www.mdpi.com/2076-3417/13/10/6305

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https://www.mdpi.com/2076-3417/13/10/6305

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