Selectively Augmented Decision Tree for Explainable Dementia Detection

A Selectively Augmented Decision Tree (SADT), an interpretable AI model specifically designed for dementia detection that incorporates a structured three-phase pipeline consisting of feature selection, data balancing, and construction of a transparent decision tree classifier, is proposed.