Effectiveness of opportunistic osteoporosis screening on chest CT using the DCNN model

Effectiveness of opportunistic osteoporosis screening on chest CT using the DCNN model

Abstract Objective To develop and evaluate a deep learning model based on chest CT that achieves favorable performance on opportunistic osteoporosis screening using the lumbar 1 + lumbar 2 vertebral bodies fusion feature images, and explore the feasibility and effectiveness of the model based on the...

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Bibliographic Details
Main Authors: Jing Pan, Peng-cheng Lin, Shen-chu Gong, Ze Wang, Rui Cao, Yuan Lv, Kun Zhang, Lin Wang
Format: Article
Language:English
Published: BMC 2024-02-01
Series:BMC Musculoskeletal Disorders
Subjects:
Osteoporosis
Quantitative CT
Deep learning
Bone mineral density
Chest CT
Online Access:https://doi.org/10.1186/s12891-024-07297-1

Internet

https://doi.org/10.1186/s12891-024-07297-1

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