Insights & Research
Thought leadership on healthcare AI, validated risk prediction, and practical implementation strategies for health systems and payers.
AUC vs Calibration: What Health Systems Should Actually Measure
High AUC alone doesn't make a useful clinical tool. We explain why calibration matters more than discrimination for real-world deployment.
Beyond Penalty Avoidance: Strategic Readmission Reduction in 2024
The HRRP has evolved. Here's how leading health systems are using AI-driven interventions to reduce readmissions and improve outcomes.
EHR Integration Without the Integration Burden
How Marqi Index deploys in weeks, not months, using structured data your health system already captures.
The Validation Gap in Healthcare AI: Why Transparency Matters
Most healthcare AI vendors won't share their validation methodology. Here's why that's a problem and what to ask for instead.
Risk Stratification for Medicare Advantage: A Payer's Guide
How MA plans can use validated readmission prediction to direct care management resources more effectively.
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