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Leveraging interictal multimodal features and graph neural networks for automated planning of epilepsy surgery.

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Title: Leveraging interictal multimodal features and graph neural networks for automated planning of epilepsy surgery.
Authors: Nejedly P; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic., Hrtonova V; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA., Pail M; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic., Cimbalnik J; International Clinical Research Center, St. Anne's University Hospital, Brno 602 00, Czech Republic., Daniel P; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic., Travnicek V; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA., Dolezalova I; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic., Mivalt F; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA., Kremen V; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA.; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA., Jurak P; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic., Worrell GA; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA.; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA., Frauscher B; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA.; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC 27705, USA., Klimes P; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic., Brazdil M; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.
Source: Brain communications [Brain Commun] 2025 Apr 16; Vol. 7 (3), pp. fcaf140. Date of Electronic Publication: 2025 Apr 16 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 101755125 Publication Model: eCollection Cited Medium: Internet ISSN: 2632-1297 (Electronic) Linking ISSN: 26321297 NLM ISO Abbreviation: Brain Commun Subsets: PubMed not MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Nejedly+P%22">Nejedly P</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Hrtonova+V%22">Hrtonova V</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA.<br /><searchLink fieldCode="AU" term="%22Pail+M%22">Pail M</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Cimbalnik+J%22">Cimbalnik J</searchLink>; International Clinical Research Center, St. Anne's University Hospital, Brno 602 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Daniel+P%22">Daniel P</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Travnicek+V%22">Travnicek V</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA.<br /><searchLink fieldCode="AU" term="%22Dolezalova+I%22">Dolezalova I</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Mivalt+F%22">Mivalt F</searchLink>; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA.<br /><searchLink fieldCode="AU" term="%22Kremen+V%22">Kremen V</searchLink>; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA.; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA.<br /><searchLink fieldCode="AU" term="%22Jurak+P%22">Jurak P</searchLink>; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Worrell+GA%22">Worrell GA</searchLink>; Department of Neurology, Mayo Clinic, Rochester, MN 55905, USA.; Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN 55905, USA.<br /><searchLink fieldCode="AU" term="%22Frauscher+B%22">Frauscher B</searchLink>; Department of Neurology, Duke University Medical Center, Durham, NC 27705, USA.; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC 27705, USA.<br /><searchLink fieldCode="AU" term="%22Klimes+P%22">Klimes P</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.; Institute of Scientific Instruments, The Czech Academy of Sciences, Brno 612 00, Czech Republic.<br /><searchLink fieldCode="AU" term="%22Brazdil+M%22">Brazdil M</searchLink>; Brno Epilepsy Center, Department of Neurology, Member of ERN-EpiCARE, St. Anne's University Hospital, Faculty of Medicine, Masaryk University, Brno 625 00, Czech Republic.
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