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Quantitative evaluation of the hemodynamic differences between ruptured and unruptured cerebral arteriovenous malformations using angiographic parametric imaging–derived radiomics features

Crossref DOI link: https://doi.org/10.1007/s00234-022-03030-8

Published Online: 2022-08-04

Published Print: 2023-01

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

Authors

Zhu, Haoyu

Zhang, Yupeng

Li, Changxuan

Ma, Chao

Liang, Fei

Liang, Shikai

Jiang, Peng

Jiang, Chuhan https://orcid.org/0000-0003-2148-5134
Funding

Funding for this research was provided by:

Natural Science Foundation of Beijing Municipality (7212007)
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Text and Data Mining valid from 2022-08-04

Version of Record valid from 2022-08-04
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Article History

Received: 30 October 2021

Accepted: 28 July 2022

First Online: 4 August 2022

Declarations

:

: This study was approved by the local institutional review board.

: The need for informed consent was waived owing to the retrospective nature.

: We declare that we have no conflict of interest.

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