Fine-tuning a 2D nnU-Net on Sub-Saharan African glioma MRI data augmented with neural style transfer improved segmentation on one previously failed SSA validation case, with no quantitative evaluation on the full SSA validation set.
A framework for advancing sustainable magnetic resonance imaging access in africa.NMR in Biomedicine, 36(3):e4846, 2023
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Generative Style Transfer for MRI Image Segmentation: A Case of Glioma Segmentation in Sub-Saharan Africa
Fine-tuning a 2D nnU-Net on Sub-Saharan African glioma MRI data augmented with neural style transfer improved segmentation on one previously failed SSA validation case, with no quantitative evaluation on the full SSA validation set.