Elevate Your CHF Algorithm With The Only Dataset On The Market With 885K Real Patients

No de-identified data. No regulatory uncertainty. The first and only real-world CHF dataset that confirms model performance on actual patient data.

The Next Steps Are Simple

Your competitors are validating on de-identified data while you could be testing on real-world, multi-modal CHF data

The Best Algorithm Developers Are Testing on Real Patient Populations

Your CHF algorithm might be brilliant, and with real-world validation on diverse populations, you could lead the market

The Advantage Forward-Thinking Algorithm Owners Gain:

  • Real patient data reflects actual clinical scenarios → Your model excels in practice

  • Diverse datasets include all critical populations → Comprehensive market coverage

  • Streamlined collaborations take days, not months → First-to-market advantage

  • Protected, non-re-identifiable data → Clean regulatory pathway

  • CHAI-certified validation → Gold standard credibility

What This Creates for YOU:

  • Millions saved in development costs, now working productively on real validation

  • Competitive advantage as you validate and launch, while others

    negotiate

  • Regulatory confidence because your model was tested on real-world diversity

  • Investor excitement about proven commercial viability

  • Market leadership through validated algorithmic performance

855k+ Patient Encounters Across 14 Years

  • ~335K encounters

  • 78% Black/African American

  • 25% below poverty line

  • Housing instability data

  • Heart failure readmissions from 25% -> <11%

  • ~550K encounters

  • 36% Black, 25% Hispanic, 25% Caucasian

  • ~26% Medicaid patients

  • Top 5 cardiovascular ranking nationwide

Why Algorithm Owners Are Obsessed

The future belongs to the ones who make the leap before the crowd catches on

Test Where Others Can't

"While competitors argue about de-identified data quality, you'll have validated performance on populations where algorithms actually fail."

Speed that outpaces your competition

"Days to validation results while competitors spend 18+ months negotiating data access."

Investor Confidence

"885K encounters spanning 14+ years with social determinants data = The evidence base that makes investors confident and competitors envious."

Your CHF algorithm has the potential to save lives and lead markets. This dataset provides the opportunity to prove it.

The algorithm owners who validate here first will define the standard everyone else follows.

Your choice: Lead the market or watch others set the pace.