focal cortical dysplasia
PulseAugur coverage of focal cortical dysplasia — every cluster mentioning focal cortical dysplasia across labs, papers, and developer communities, ranked by signal.
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New CRIL-U-Net improves MRI segmentation for epilepsy-related lesions
Researchers have developed CRIL-U-Net, a novel 3D U-Net architecture designed to improve the segmentation of focal cortical dysplasia (FCD) from MRI scans. This new model incorporates a Compact Ratio-Interaction Learnin…
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MRI representations benchmarked for deep learning FCD segmentation
Researchers have benchmarked different magnetic resonance imaging (MRI) representations for deep learning-based segmentation of focal cortical dysplasia (FCD). Using the nnU-Net framework on a dataset of 85 FCD subjects…
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Synthetic MRI data boosts automated FCD detection
Researchers have developed a method using conditional generative networks to create synthetic MRI images of focal cortical dysplasia (FCD). These synthetic images were found to be realistic enough that experts could bar…