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Neal K. Shah, CEO of CareYaya Health Technologies, discusses the potential of AI to revolutionize dementia care by using ML models to accurately diagnose the disease early. However, the lack of diverse data, particularly for African American and minority populations, may limit the impact of these advances. This is due to the “Data Disparity” where datasets used to train AI models are not representative of these populations.