A fully automatic 3D CNN pipeline (segmentation plus classification) grades brain tumors as glioblastoma versus lower-grade glioma with about 91-92% accuracy on public and external hospital MRI data.
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Fully Automatic Binary Glioma Grading based on Pre-Therapy MRI using 3D Convolutional Neural Networks
A fully automatic 3D CNN pipeline (segmentation plus classification) grades brain tumors as glioblastoma versus lower-grade glioma with about 91-92% accuracy on public and external hospital MRI data.