Researcher Collab

A Machine Learning Approach for Early Diagnosis of Cognitive Impairment Using Population-Based Data

Journal of Alzheimer s Disease

This study demonstrates the feasibility of using ML tools to integrate multiple domains of data for reliable diagnosis of early cognitive impairment. The ML model uses easy-to-obtain variables and is scalable for screening individuals with a high risk of developing dementia in a population-based setting.

Authors: Wei Ying Tan, Carol Anne Hargreaves, Christopher Chen, Saima Hilal

DOI: https://doi.org/10.3233/jad-220776

Publish Year: 2022