Novel surface features for automated detection of focal cortical dysplasias in paediatric epilepsy

NeuroImage: Clinical(2017)

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摘要
Focal cortical dysplasia is a congenital abnormality of cortical development and the leading cause of surgically remediable drug-resistant epilepsy in children. Post-surgical outcome is improved by presurgical lesion detection on structural MRI. Automated computational techniques have improved detection of focal cortical dysplasias in adults but have not yet been effective when applied to developing brains. There is therefore a need to develop reliable and sensitive methods to address the particular challenges of a paediatric cohort.
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AUC,FCD,FLAIR,LCD,LGI,PCA,ROC
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