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2020年, 第14卷 第5期
Mesial temporal lobe epilepsy (mTLE), the most common type of focal epilepsy, is characterized by the paradoxical discharge in mesial temporal lobe (illustrated as the yellow flashing lightning in the brain). Combining MRI (illustrated as the stereoscopic brain) and machine learning (illustrated as the number of “0” and “1”) techniques can successfully discriminate mTLE patients from healthy controls. We get the highest accuracy of 84% in the classification of mTLE patients and healthy controls by combining functional and structural measures, which suggest that combining multimodal measures within a single model is a promising direction for improving the classification of individual patients with mTLE. (Courtesy of Dr. Du Lei. See pages 630‒641 by Baiwan Zhou et al. for more information.)[展开] ...