Predicting Alzheimer’s disease from cognitive footprints in mid and late life: How much can register data and machine learning help?

Real-world data with decades-long medical records are increasingly available alongside the growing adoption of machine learning in healthcare research. We evaluated the performance of machine learning models in predicting the risk of Alzheimer's disease (AD) using data from the Finnish national registers.