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Multicenter DSC-MRI-Based Radiomics Predict IDH Mutation in Gliomas.

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第一作者： Georgios C,Manikis

第一单位： Computational BioMedicine Laboratory (CBML), Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece.

作者： Georgios C,Manikis ^[1] ; Georgios S,Ioannidis ^[1] ; Loizos,Siakallis ^[2] ; Katerina,Nikiforaki ^[1] ; Michael,Iv ^[3] ; Diana,Vozlic ^[4] ; Katarina,Surlan-Popovic ^[4] ; Max,Wintermark ^[3] ; Sotirios,Bisdas ^[5] ; Kostas,Marias ^[6]

作者单位： Computational BioMedicine Laboratory (CBML), Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece. ^[1] Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology, UCL, London WC1N 3BG, UK. ^[2] Division of Neuroimaging and Neurointervention, Department of Radiology, Stanford University, Stanford, CA 94305, USA. ^[3] Department of Radiology, Faculty of Medicine, University of Ljubljana, 1000 Ljubljana, Slovenia.;Department of Neuroradiology, University Medical Centre, 1000 Ljubljana, Slovenia. ^[4] Department of Brain Repair and Rehabilitation, Queen Square Institute of Neurology, UCL, London WC1N 3BG, UK.;Department of Neuroradiology, The National Hospital for Neurology and Neurosurgery, University College London NHS Foundation Trust, London WC1N 3BG, UK. ^[5] Computational BioMedicine Laboratory (CBML), Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece.;Department of Electrical & Computer Engineering, Hellenic Mediterranean University, 71410 Heraklion, Greece. ^[6]

关键词 IDH mutation dynamic susceptibility contrast MRI explainability external validation generalizability gliomas radiomics

DOI 10.3390/cancers13163965

PMID 34439118

发布时间 2021-08-30

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