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Predicting intraoperative 5-ALA-induced tumor fluorescence via MRI and deep learning in gliomas with radiographic lower-grade characteristics.

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Title: Predicting intraoperative 5-ALA-induced tumor fluorescence via MRI and deep learning in gliomas with radiographic lower-grade characteristics.
Authors: Suero Molina E; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany. eric.suero@ukmuenster.de.; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia. eric.suero@ukmuenster.de.; Macquarie Neurosurgery & Spine, Macquarie University Hospital, Sydney, Australia. eric.suero@ukmuenster.de., Azemi G; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia., Özdemir Z; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany., Russo C; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia., Krähling H; Clinic for Radiology, University Hospital Münster, Münster, Germany., Valls Chavarria A; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany., Liu S; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia., Stummer W; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany., Di Ieva A; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia.; Macquarie Neurosurgery & Spine, Macquarie University Hospital, Sydney, Australia.
Source: Journal of neuro-oncology [J Neurooncol] 2025 Feb; Vol. 171 (3), pp. 589-598. Date of Electronic Publication: 2024 Nov 19.
Publication Type: Journal Article
Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 8309335 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-7373 (Electronic) Linking ISSN: 0167594X NLM ISO Abbreviation: J Neurooncol Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting intraoperative 5-ALA-induced tumor fluorescence via MRI and deep learning in gliomas with radiographic lower-grade characteristics.
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  Data: <searchLink fieldCode="AU" term="%22Suero+Molina+E%22">Suero Molina E</searchLink>; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany. eric.suero@ukmuenster.de.; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia. eric.suero@ukmuenster.de.; Macquarie Neurosurgery & Spine, Macquarie University Hospital, Sydney, Australia. eric.suero@ukmuenster.de.<br /><searchLink fieldCode="AU" term="%22Azemi+G%22">Azemi G</searchLink>; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia.<br /><searchLink fieldCode="AU" term="%22Özdemir+Z%22">Özdemir Z</searchLink>; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Russo+C%22">Russo C</searchLink>; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia.<br /><searchLink fieldCode="AU" term="%22Krähling+H%22">Krähling H</searchLink>; Clinic for Radiology, University Hospital Münster, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Valls+Chavarria+A%22">Valls Chavarria A</searchLink>; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Liu+S%22">Liu S</searchLink>; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia.<br /><searchLink fieldCode="AU" term="%22Stummer+W%22">Stummer W</searchLink>; Department of Neurosurgery, University Hospital Münster, Albert-Schweitzer-Campus 1, A1, 48149, Münster, Germany.<br /><searchLink fieldCode="AU" term="%22Di+Ieva+A%22">Di Ieva A</searchLink>; Computational NeuroSurgery (CNS) Lab, Macquarie Medical School, Macquarie University, 75 Talavera Road, Sydney, NSW, 2109, Australia.; Macquarie Neurosurgery & Spine, Macquarie University Hospital, Sydney, Australia.
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  Data: <searchLink fieldCode="JN" term="%228309335%22">Journal of neuro-oncology</searchLink> [J Neurooncol] 2025 Feb; Vol. 171 (3), pp. 589-598. <i>Date of Electronic Publication: </i>2024 Nov 19.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Springer%22">Springer </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>8309335 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-7373 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%220167594X%22">0167594X </searchLink><i>NLM ISO Abbreviation: </i>J Neurooncol <i>Subsets: </i>MEDLINE
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              Text: 2025 Feb
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