Estimation of Machine Learning-Based Models to Predict Dementia Risk in Patients With Atherosclerotic Cardiovascular Diseases: UK Biobank Study.

Summary: If you live with heart disease, you might worry about how it affects your long-term brain health. A massive new study involving nearly 30,000 patients from the UK Biobank has used advanced Artificial Intelligence to help solve this puzzle. By analyzing over 300 health factors, the AI identified 10 specific "clues"—ranging from reaction speed on memory games to lung function and inflammation levels—that strongly predict the risk of developing dementia. This new model successfully predicted dementia risk with over 86% accuracy, offering doctors a powerful new way to identify vulnerable patients early and help them plan for the future.

Tags

Dementia, Vascular
Cardiovascular Diseases
Disease
Alzheimer Disease
Dementia
Forced Expiratory Volume
Boosting Machine Learning Algorithms
Coitus