Applications of Machine Learning Algorithms in Dementia Classification Using Eight Clinical Diagnostic Measures

The applied methodology can be used to facilitate the early detection of dementia, enable early treatment interventions, and SHAP-based interpretability can help increase transparency during this decision-making process, thereby increasing their integration into hospital operations.