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A novel risk model combining clinical and intravascular ultrasound-based calcific features to predict adverse outcomes in patients with severe coronary artery calcification undergoing percutaneous coronary intervention: the mACEF- Ca model

Crossref DOI link: https://doi.org/10.1186/s12872-025-05105-9

Published Online: 2025-10-10

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

Authors

Wu, Xi

Wu, Mingxing

Huang, Haobo

Liu, Zhe

Huang, He

Wang, Lei
Funding

Funding for this research was provided by:

National Innovation Center for High Performance Medical Devices (NMED2025KF-02-011, NMED2025KF-02-011, NMED2025KF-02-011, NMED2025KF-02-011, NMED2025KF-02-011, NMED2025KF-02-011)
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Text and Data Mining valid from 2025-10-10

Version of Record valid from 2025-10-10
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Article History

Received: 21 May 2025

Accepted: 4 August 2025

First Online: 10 October 2025

Declarations

:

: The present research was carried out in accordance with the tenets mentioned in the Helsinki Declaration and was approved by the Ethical Board of Xiangtan Central Hospital (approval number: X20200835). Prior to the commencement of the research, our team obtained written informed consent from each patient.

: Not applicable. No individual patient data will be reported.

: The authors declare no competing interests.

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