Figure 5 | Scientific Reports

Figure 5

From: Differential diagnosis of neurodegenerative dementias with the explainable MRI based machine learning algorithm MUQUBIA

Figure 5

Global interpretability plots for each diagnostic class. Each dot corresponds to a subject in the training set. The position of the dot on the x-axis shows the effect of that feature on the prediction of the model for that subject. If multiple dots land at the same x position, they piled up to show density. The features are ordered by the sum of the Shapley values. Colors are used to display the standardized value of each feature (colder colors represent lower values, warmer colors represent higher values). Acronyms: AD, Alzheimer’s Dementia; FTD, Frontotemporal Dementia; DLB, Dementia with Lewy Body; CN, Cognitive Normal; LH, left hemisphere; RH, right hemisphere; FA, Fractional Anisotropy; MD, Mean Diffusivity.

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