Global Health

Deep Ensemble Approach for Enhancing Brain Tumor Segmentation in Resource-Limited Settings
An ensemble of UNet3D, V-Net, and MSA-VNet fine-tuned on the BraTS-SSA dataset for glioma segmentation, aimed at resource-limited clinical settings in Sub-Saharan Africa.
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MAPS-Glioma: Modality-Specific Augmentation and Tissue-Adaptive Postprocessing for Robust Glioma Segmentation in Resource-Limited Settings
A 3D U-Net framework with modality-specific augmentation and tissue-adaptive postprocessing for glioma segmentation, trained and validated on African MRI data from the BraTS-Africa challenge.
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