Application of machine learning model to predict osteoporosis based on abdominal computed tomography images of the psoas muscle: a retrospective study

Application of machine learning model to predict osteoporosis based on abdominal computed tomography images of the psoas muscle: a retrospective study

Abstract Background With rapid economic development, the world's average life expectancy is increasing, leading to the increasing prevalence of osteoporosis worldwide. However, due to the complexity and high cost of dual-energy x-ray absorptiometry (DXA) examination, DXA has not been widely use...

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Bibliographic Details
Main Authors: Cheng-bin Huang, Jia-sen Hu, Kai Tan, Wei Zhang, Tian-hao Xu, Lei Yang
Format: Article
Language:English
Published: BMC 2022-10-01
Series:BMC Geriatrics
Subjects:
Osteoporosis
Psoas
Machine learning
Computed tomography
Radiomics
Middle-aged and aged people
Online Access:https://doi.org/10.1186/s12877-022-03502-9

Internet

https://doi.org/10.1186/s12877-022-03502-9

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