Guided backpropagation gives the most accurate fine-grained localizations, and SHAP gives the most discriminative heatmaps at the dopamine-depletion site, among six interpretation methods applied to SPECT-based Parkinson's disease classifiers.
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Parkinson's Disease Recognition Using SPECT Image and Interpretable AI: A Tutorial
Guided backpropagation gives the most accurate fine-grained localizations, and SHAP gives the most discriminative heatmaps at the dopamine-depletion site, among six interpretation methods applied to SPECT-based Parkinson's disease classifiers.