“…Although ML approaches help to identify putative biomarkers, their potentiality must be assessed by highly developed computational techniques. In addition, greater model complexity is typically used to attain higher performance, turning these systems into blackbox methods that create ambiguity in their functionality and decision-making ability [24][25][26]. Relying on models whose findings cannot be comprehended efficiently is quite laborious.…”