326- AI Meets Healthcare: Real-World Impact with Mariano Garcia-Valino
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326- AI Meets Healthcare: Real-World Impact with Mariano Garcia-Valino
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We explore how AI and open data can shift healthcare from reactive to proactive, cutting waste and improving outcomes without replacing clinicians. We also compare Brazil and the US, unpack the economics of chronic disease, and touch on regulation, fraud, and the future of molecular diagnostics.
• AI as augmentation to prioritize scarce clinician time
• Brazil–US parallels in private care and funding constraints
• Transition from acute to chronic care models with monitoring
• Diabetes cost breakdown and avoidable complications
• Targeting the highest-risk 5 percent for early intervention
• Fighting fraud and administrative waste with pattern detection
• Regulation, human oversight, and feedback loops for safety
• Molecular biology and biomarkers for earlier prediction
• Genetics versus lifestyle in personalized care planning
• Art, abstraction, and AI as creative tools beyond clinics
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