Intelligent detection and grading diagnosis of fresh rib fractures based on deep learning

Intelligent detection and grading diagnosis of fresh rib fractures based on deep learning

Abstract Background Accurate detection and grading of fresh rib fractures are crucial for patient management but remain challenging due to the complexity of rib structures on CT images. Methods Chest CT images from 383 patients with rib fractures were retrospectively analyzed. The dataset was divide...

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Bibliographic Details
Main Authors: Tongxin Li, Mingyi Liao, Yong Fu, Fanghong Zhang, Luya Shen, Junliang Che, Shulei Wu, Jie Liu, Wei Wu, Ping He, Qingyuan Xu, Yi Wu
Format: Article
Language:English
Published: BMC 2025-03-01
Series:BMC Medical Imaging
Subjects:
Artificial intelligence
Deep learning
Fresh rib fracture
Detection
Grading diagnosis
Online Access:https://doi.org/10.1186/s12880-025-01641-0
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https://doi.org/10.1186/s12880-025-01641-0

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