< Back to Article

Trustworthy AI for medical decisions: Adversarially robust and fair machine learning prediction for Parkinson’s disease

Table 5

MLP (DL baseline) with and without adversarial robustness (adversarial debiasing).

Entries are mean ± 95% CI over 10-fold CV. Higher is better for Accuracy/F1/AUROC; lower is better for fairness gaps (SPD, EOD).

doi: https://doi.org/10.1371/journal.pone.0342062.t005