A machine-learning algorithm for predicting brain age using Rey-Osterrieth complex figure tests of healthy participants

• Published in: Applied neuropsychology. Adult Vol. 32; no. 1; pp. 225 - 230
• Main Authors: Simfukwe, Chanda, Youn, Young Chul, Jeong, Ho Tae
• Format: Journal Article
• Language: English
• Published: United States Routledge 02.01.2025
• Subjects: Aged; Aged, 80 and over; Aging - physiology; Asians; Brain - physiology; Female; Healthy Volunteers; Humans; Machine Learning; Male; Middle Aged; neuropsychological tests; Neuropsychological Tests - standards; regression analysis; Supervised Machine Learning; neuropsychological tests; machine learning; regression analysis; Asians

Neuropsychologists widely use the Rey-Osterrieth complex figure test (RCFT) as part of neuropsychological test batteries to evaluate cognitive function and assess constructional ability, with age being the most significant factor. Our study investigated a supervised machine learning (ML) algorithm t...