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Development of an interpretable machine learning model and a web application for predicting the intravertebral shell phenomenon after internal fixation of thoracolumbar fractures

Crossref DOI link: https://doi.org/10.1186/s40001-026-04273-4

Published Online: 2026-03-18

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Fu, Zhaojun

Yang, Min

Tan, Lun

Huang, Huiyu https://orcid.org/0009-0008-4099-7825
Funding

Funding for this research was provided by:

Key project of Zigong Science and Technology Bureau

Social zigong city people's livelihood project of science and technology
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Text and Data Mining valid from 2026-03-18

Version of Record valid from 2026-04-27
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Article History

Received: 9 December 2025

Accepted: 13 March 2026

First Online: 18 March 2026

Declarations

:

: Ethics approval and consent to participate in this study were approved by the ethics committee of Zigong Fourth People’s Hospital. All patients signed the informed consent to participate in the study.

: I certify that this manuscript is a unique submission and is not being considered for publication, in part or in full, with any other source in any medium.

: The authors declare no competing interests.

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