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

Published in:	BMC Musculoskeletal Disorders
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
Subjects:	Osteoporosis Quantitative CT Deep learning Bone mineral density Chest CT
Online Access:	https://doi.org/10.1186/s12891-024-07297-1