Predicting Subjective Cognitive Decline on Future BRFSS Survey Years: An Open Multi-Language Machine Learning Benchmark
This study presents an open, multi-language machine learning benchmark using Behavioral Risk Factor Surveillance System (BRFSS) data that demonstrates stable, well-calibrated prediction of future Subjective Cognitive Decline (SCD) across temporal splits while identifying key predictors like decision-making difficulty through convergent interpretability methods.