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Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study

Crossref DOI link: https://doi.org/10.1038/s41698-025-01183-2

Published Online: 2025-11-27

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

Authors

Kernbach, Julius M.

Schroeder, Urte

Hakvoort, Karlijn

Ort, Jonas

Hamou, Hussam

Bzdok, Danilo

Temel, Yasin

Kubben, Pieter

Weyland, Charlotte

Wiesmann, Martin

Staartjes, Victor

Akeret, Kevin

Vieli, Moira

Serra, Carlo

Regli, Luca

Grau, Stefan

Dührsen, Lasse

Ricklefs, Franz

Schnell, Oliver

Ormond, David Ryan

Grote, Alexander

Simon, Matthias

Meredig, Hagen

Schell, Marianne

Bendszus, Martin

Neuloh, Georg

Clusmann, Hans

Heiland, Dieter-Henrik

Delev, Daniel
Funding

Funding for this research was provided by:

Else Kröner Research College for Neuro-Oncology (2023_EKFK.02)

BMBF (031L0260)
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Text and Data Mining valid from 2025-11-27

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Article History

Received: 8 May 2025

Accepted: 5 November 2025

First Online: 27 November 2025

Competing interests

: The authors declare no competing interests.

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