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.
Recent advances in alzheimer’s disease: Mechanisms, clinical trials and new drug development strategies,
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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.