Prediction of Mini-Mental State Examination Scores for Cognitive Impairment and Machine Learning Analysis of Oral Health and Demographic Data Among Individuals Older Than 60 Years: Cross-Sectional Study - Idrisoglu, Alper; Flyborg, Johan; Nauman Ghazi, Sarah; Mikaelsson Midlöv, Elina; Dellkvist, Helén; Axén, Anna; Dallora, Ana Luiza (JMIR medical informatics, 2025)
Keywords: Aged; Aged, 80 and over; Algorithms; Alzheimer's disease; Biomarkers; classification; Clinical Information and Decision Making; Cognition & reasoning; Cognitive ability; Cognitive Dysfunction - diagnosis; cognitive impairment; Cross-Sectional Studies; Cross-Sectional Studies in Public Health; Dementia; Dementia and Cognitive Decline; Dental care; Dental insurance; Dental Sciences; Disease; Ethics; Female; Humans; Literature reviews; Longitudinal studies; Machine Learning; Male; Mental Status and Dementia Tests - statistics & numerical data; Middle Aged; mini-mental state examination; Ontologies, Classifications, and Coding; oral health; Oral Health - statistics & numerical data; Oral hygiene; Original Paper; Secondary Use of Clinical Data for Research and Surveillance; Support vector machines; Sweden; Systematic review; Sweden; oral health; cognitive impairment; classification; machine learning; mini-mental state examination