Mild cognitive impairment poses significant challenges in early diagnosis and timely intervention. Underdiagnosis, coupled with the economic and social burden of dementia, necessitates more precise detection methods. Machine learning algorithms show promise in managing complex data for MCI and dementia prediction.

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