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Michael Singleton

Howard University

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JUL 15, 2026 · JOURNAL ARTICLE

Artificial intelligence in cardiology: implications for healthcare outcomes

Frontiers in Artificial Intelligence

An integrative review and expert position paper identifying gaps in AI/precision medicine implementation for diverse cardiovascular populations, calling for systemic restructuring before deployment rather than reporting new empirical evidence.

Expert GuidanceEric Yalley Michael Singleton Artificial Intelligence in Healthcare and Education

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Age stratification examinedyounger adults (<65 years) and older adults…

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