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Performance of Radiomics-based machine learning and deep learning-based methods in the prediction of tumor grade in meningioma: a systematic review and meta-analysis

Crossref DOI link: https://doi.org/10.1007/s10143-025-03236-3

Published Online: 2025-01-24

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

Authors

Tavanaei, Roozbeh

Akhlaghpasand, Mohammadhosein

Alikhani, Alireza

Hajikarimloo, Bardia

Ansari, Ali

Yong, Raymund L.

Margetis, Konstantinos
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Text and Data Mining valid from 2025-01-24

Version of Record valid from 2025-01-24
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Article History

Received: 12 September 2024

Revised: 10 January 2025

Accepted: 15 January 2025

First Online: 24 January 2025

Declarations

:

: This was a systematic review and meta-analysis, which does not require ethical approval.

: The authors declare no competing interests.

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