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Discordant cases from ABIDE dataset. Experts labeled the image in the upper row (columns show different slices from the same subject) as acceptable quality but the DL model classified it as unacceptable (score = 0.82). There are motion artifacts evident in the images which were missed or disregarded by the experts. Images in the lower row were labelled as unacceptable by the experts, but were predicted as acceptable (score = 0.30) by DL model.
