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Development and external validation of an MRI-based neural network for brain metastasis segmentation in the AURORA multicenter study

Josef A. Buchner, Florian Kofler, Lucas Etzel, Michael Mayinger, Sebastian M. Christ, Thomas Brunner, Andrea Wittig, Björn Menze, Claus Zimmer, Bernhard Meyer, Matthias Gückenberger, Nicolaus Andratschke, Rami A. El Shafie, Jürgen Debus, Susanne Rogers, Oliver Riesterer, Katrin Schulze, Horst Jürgen Feldmann, Oliver Blanck, Constantinos Zamboglou, Konstantinos Ferentinos, Robert Wolff, Kerstin A Eitz, Stephanie E. Combs, Denise Bernhardt, Benedikt Wiestler, Jan C. Peeken

2022Radiotherapy and Oncology32 citationsDOIOpen Access PDF

Topics & Concepts

SegmentationMedicineFluid-attenuated inversion recoveryBrain metastasisCohortRadiation treatment planningMetastasisRadiologyNuclear medicineArtificial neural networkMagnetic resonance imagingRadiation therapyComputer scienceArtificial intelligenceCancerInternal medicineBrain Metastases and TreatmentAdvanced Radiotherapy TechniquesGlioma Diagnosis and Treatment
Development and external validation of an MRI-based neural network for brain metastasis segmentation in the AURORA multicenter study | Litcius