Table 1 The confusion matrices recorded using the Xception model for each fold (k-fold cross-validation—Kf1, Kf2, Kf3, Kf4, and Kf5) in the classification of FCD-II and HC when using 2D images of all three imaging planes of FLAIR and T1w MRI have been displayed.

From: Focal cortical dysplasia (type II) detection with multi-modal MRI and a deep-learning framework

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  1. As can be observed that model perform better in classification of images all three planes of T1w MRI scans in comparison to FLAIR.