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First received: September 17, 2024

Clinical Trial: Prediction of MMSE Scores for Cognitive Impairment

Study Status: COMPLETED

Recruit Status: COMPLETED

Condition: Cognitive Impairment

Study Type: OBSERVATIONAL


Official Title: Prediction of MMSE Scores for Cognitive Impairment: A Machine Learning Analysis of Oral Health and Demographic Data in Individuals Over 60 Years of Age

Brief Summary: This study aims to explore the potential of using machine learning (ML) algorithms to predict cognitive status, specifically MMSE scores, based on oral health and demographic data.The objective is to evaluate the effectiveness of various ML models and identify the most relevant oral health indicators for predicting MMSE scores of 30 (normal cognition) or ?26 (cognitive impairment) in individuals aged 60 and above.

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