Medical
  • Research and White Papers
  • October 2026

RGA Brief: World’s First AI Tool for Early Detection of Heart Disease

Holding a tablet with cardiac stats
In Brief

This article, from RGA's ReFlections, highlights how AI is opening new possibilities in cardiovascular health, with emerging tools helping clinicians identify potential heart disease earlier and more efficiently. A groundbreaking innovation offers potential implications for healthcare, risk assessment, and the future of preventive medicine.

Key takeaways

  • The world’s first AI tool designed for early heart disease detection demonstrates how advanced analytics can identify cardiovascular risk sooner, potentially enabling earlier intervention and improved health outcomes.
  • By analyzing complex health data at scale, AI technologies can enhance traditional risk assessment methods and support more accurate, efficient decision-making in healthcare and insurance settings.
  • Innovations in AI-driven disease detection highlight the growing role of digital health solutions in preventive care, offering new opportunities to reduce the burden of cardiovascular disease through earlier diagnosis and treatment.

 

The technology, called EchoNext, received clearance for six cardiovascular indications and is designed to screen and identify patients at risk of serious heart conditions that may not be detectable through routine clinical interpretation of ECGs. Identified patients would then undergo an echocardiogram to confirm diagnosis.

EchoNext can flag conditions including left- and right-sided heart failure, valvular heart disease, pulmonary hypertension, and severe hypertrophy associated with infiltrative cardiomyopathies. The AI model was developed using more than 700,000 paired ECG-echocardiogram records and reportedly demonstrated higher diagnostic accuracy than cardiologists, including those using AI assistance. Its performance was shown to be robust through validation studies that involved over 500,000 patients across more than 20 hospitals in the U.S. and Canada. The company cited a case published in Nature Medicine1 where EchoNext identified previously undiagnosed heart failure that ultimately led to the first heart transplant resulting from AI-enabled disease detection.

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The company also announced a partnership with OpenEvidence,2 a clinical AI platform reportedly used by more than half the physicians in the U.S., enabling wide-scale distribution of the tool at the point of care.

For healthcare payers, earlier detection of cardiovascular disease may increase short-term healthcare utilization through additional diagnostic testing, specialist consultations, and treatment, while potentially supporting improved long-term health outcomes and reducing the burden of advanced cardiac disease.

Widespread adoption may increase detection rates of previously undiagnosed cardiovascular disease and provide new insights into disease prevalence, with the potential to inform future risk assessment and portfolio management considerations.


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Meet the Authors & Experts

Dr. Steve Woh
Author
Dr. Steve Woh
Vice President, Global Medical Director

References

  1. https://www.nature.com/articles/s41591-026-04454-y
  2. https://www.businesswire.com/news/home/20260623150207/en/Pathway-Labs-Announces-Worlds-First-FDA-Clearance-for-Multicondition-AI-in-Cardiology-and-Partnership-with-OpenEvidence