Fig. 4

Contribution of each feature to the correct classification of a SA subject (True Positive). The numbers left to the features names are their scaled values, while values on the red/blue bars are the SHAP weights. Acronyms: RH_rACC, Right Hemisphere Rostral Anterior Cingulate; LH_PRS, Left Hemisphere Presubiculum; WM-hypo, White Matter hypointensities; SCL-90-R, Symptoms Check-list 90; SA, Suicide Attempter.