Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study.
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| Title: | Enhancing decision-making in glioblastoma surgery through an explainable human-AI collaboration: an international multicenter model development and external validation study. |
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| Authors: | Kernbach JM; Department of Neuroradiology, Heidelberg University, Heidelberg, Germany. julius.kernbach@med.uni-heidelberg.de.; Neurosurgical Artificial Intelligence Laboratory Aachen (NAILA), RWTH Aachen University Hospital, Aachen, Germany. julius.kernbach@med.uni-heidelberg.de.; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany. julius.kernbach@med.uni-heidelberg.de., Schroeder U; Neurosurgical Artificial Intelligence Laboratory Aachen (NAILA), RWTH Aachen University Hospital, Aachen, Germany.; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany., Hakvoort K; Neurosurgical Artificial Intelligence Laboratory Aachen (NAILA), RWTH Aachen University Hospital, Aachen, Germany.; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany., Ort J; Neurosurgical Artificial Intelligence Laboratory Aachen (NAILA), RWTH Aachen University Hospital, Aachen, Germany.; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany., Hamou H; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany., Bzdok D; Mila - Quebec Artificial Intelligence Institute, Montreal, QC, Canada.; The Neuro - Montreal Neurological Institute (MNI), Department of Biomedical Engineering, McGill University, Montreal, QC, Canada., Temel Y; Department of Neurosurgery, Maastricht University Medical Center + , 6229, HX, Maastricht, The Netherlands., Kubben P; Department of Neurosurgery, Maastricht University Medical Center + , 6229, HX, Maastricht, The Netherlands., Weyland C; Department of Neuroradiology, RWTH Aachen University Hospital, Aachen, Germany., Wiesmann M; Department of Neuroradiology, RWTH Aachen University Hospital, Aachen, Germany., Staartjes V; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Akeret K; Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Vieli M; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Serra C; Machine Intelligence in Clinical Neuroscience (MICN) Laboratory, Department of Neurosurgery, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, Switzerland.; Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Regli L; Department of Neurosurgery, University Hospital Zurich, University of Zurich, Zurich, Switzerland., Grau S; Department of Neurosurgery, University of Cologne, Cologne, Germany.; Department of Neurosurgery, University of Marburg, Campus, Fulda, Germany., Dührsen L; Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Ricklefs F; Department of Neurosurgery, University Medical Center Hamburg-Eppendorf, Hamburg, Germany., Schnell O; Department of Neurosurgery, University of Erlangen, Erlangen, Germany., Ormond DR; Department of Neurosurgery, University of Colorado Anschutz Medical Campus, Aurora, CO, USA., Grote A; Clinic for Neurosurgery, Philipps University of Marburg, Marburg, Germany., Simon M; Department of Neurosurgery, Evangelisches Klinikum Bethel, Universitätsklinikum OWL, Bielefeld, Germany., Meredig H; Department of Neuroradiology, Heidelberg University, Heidelberg, Germany., Schell M; Department of Neuroradiology, Heidelberg University, Heidelberg, Germany., Bendszus M; Department of Neuroradiology, Heidelberg University, Heidelberg, Germany., Neuloh G; Department of Neurosurgery, Bremerhaven-Reinkenheide Hospital, Bremerhaven, Germany., Clusmann H; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany., Heiland DH; Department of Neurosurgery, University of Erlangen, Erlangen, Germany., Delev D; Neurosurgical Artificial Intelligence Laboratory Aachen (NAILA), RWTH Aachen University Hospital, Aachen, Germany.; Department of Neurosurgery, RWTH Aachen University Hospital, Aachen, Germany.; Department of Neurosurgery, University of Erlangen, Erlangen, Germany. |
| Source: | NPJ precision oncology [NPJ Precis Oncol] 2025 Nov 27; Vol. 9 (1), pp. 387. Date of Electronic Publication: 2025 Nov 27. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Springer Nature Country of Publication: England NLM ID: 101708166 Publication Model: Electronic Cited Medium: Print ISSN: 2397-768X (Print) Linking ISSN: 2397768X NLM ISO Abbreviation: NPJ Precis Oncol Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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