A recent study from Nature presents an ML framework for diagnosing MCI and Alzheimer’s disease by integrating MRI data and genetic markers. The research compares techniques such as SHAP and LIME to assess feature importance. As a result, you gain actionable insights for advancing early diagnosis and transparency in clinical practice.