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
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