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Radiomics-based quantification of tumor infiltration in the non-enhancing peritumoral region on postoperative MRI is associated with survival in glioblastoma

Crossref DOI link: https://doi.org/10.1038/s41598-025-27711-5

Published Online: 2025-12-16

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

Authors

Cepeda, Santiago https://orcid.org/0000-0003-1667-8548
Esteban-Sinovas, Olga

Luppino, Luigi Tommaso

Kuttner, Samuel

Wodzinski, Marek

Solheim, Ole

Romero, Roberto

Pérez-Núñez, Angel

Eikenes, Live

Karlberg, Anna

Arrese, Ignacio

Hornero, Roberto

Sarabia, Rosario
Funding

Funding for this research was provided by:

Instituto de Salud Carlos III (PI22/01680)
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Article History

Received: 9 June 2025

Accepted: 5 November 2025

First Online: 16 December 2025

Declarations

:

: The authors declare no competing interests.

: This study was performed in line with the principles of the Declaration of Helsinki. This study received approval from the Regional Committee for Medical and Health Research Ethics (REK), Norway, with approval numbers 2016/1791, 397012, 371128, and 2019/510, and the Research Ethics Committee (CEIm) at the Río Hortega University Hospital, Valladolid, Spain, with approval number 21-PI085.

: Informed consent was obtained from all individual participants included in the study.

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