A distance transform guided mixup augmentation improves F1 scores for Alzheimer's classification on ADNI and AIBL, but does not consistently beat standard mixup in accuracy.
Mixup: Beyond empirical risk minimization,
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Distance Transform Guided Mixup for Alzheimer's Detection
A distance transform guided mixup augmentation improves F1 scores for Alzheimer's classification on ADNI and AIBL, but does not consistently beat standard mixup in accuracy.