Machine learning algorithms and traditional statistical models for detection of dementia: a population-based study.

Background Early detection of dementia can facilitate timely therapeutic interventions to mitigate the disease progression. We evaluate the performance of machine learning algorithms and traditional logistic regression (LR) model in diagnosing dementia amongst a rural Chinese older population. Metho...

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