Synthetic FCD MRI images generated by conditioning on lesion masks improve nnU-Net detection sensitivity by 8% in low-data regimes, though experts struggle to distinguish them from real scans and more real data performs best.
Synthesizing brain tumor images and annotations by combining progressive growing GAN and SPADE
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Impact of Synthetic Lesional MR Images in Automated Focal Cortical Dysplasia Detection in Low-Data Scenarios
Synthetic FCD MRI images generated by conditioning on lesion masks improve nnU-Net detection sensitivity by 8% in low-data regimes, though experts struggle to distinguish them from real scans and more real data performs best.