Classification of Fracture Risk in Fallers Using Dual‐Energy X‐Ray Absorptiometry (DXA) Images and Deep Learning‐Based Feature Extraction

Classification of Fracture Risk in Fallers Using Dual‐Energy X‐Ray Absorptiometry (DXA) Images and Deep Learning‐Based Feature Extraction

Abstract Dual‐energy X‐ray absorptiometry (DXA) scans are one of the most frequently used imaging techniques for calculating bone mineral density, yet calculating fracture risk using DXA image features is rarely performed. The objective of this study was to combine deep neural networks, together wit...

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Bibliographic Details
Main Authors: Damith Senanayake, Sachith Seneviratne, Mahdi Imani, Christel Harijanto, Myrla Sales, Peter Lee, Gustavo Duque, David C. Ackland
Format: Article
Language:English
Published: Oxford University Press 2023-12-01
Series:JBMR Plus
Subjects:
AGING
ANALYSIS/QUANTITATION OF BONE
BIOENGINEERING
DXA
FRACTURE RISK ASSESSMENT
ORTHOPAEDICS
Online Access:https://doi.org/10.1002/jbm4.10828

Internet

https://doi.org/10.1002/jbm4.10828

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