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Disease-specific AI-ECG models

There is 1 paper on disease-specific AI-ECG models in aging research: 1 observational study in people. The newest story, Nov 7, 2026: “AI heart-tracing screens linked to later heart failure”.

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“All disease-specific models improved discrimination over demographics and comorbidities (ΔC +0.023 to +0.116; all p<0.001; Fig 3 ).”
Structural Heart Disease AI-ECG Signatures Forecast New-Onset Heart Failure Across Two External Health SystemsAHA Scientific Sessions 2026 abstract2026doi:10.1161/circ.154.suppl_1.11917
  • Humans1

Effects

1

Heart-failure risk discrimination

upin humans1

1 study

  1. Disease-specific AI-ECG models are linked with better heart-failure risk discrimination in humans (Beyond demographics and comorbidities in two external health systems) (ΔC +0.023 to +0.116; all p<0.001).

    “All disease-specific models improved discrimination over demographics and comorbidities (ΔC +0.023 to +0.116; all p<0.001; Fig 3 ).”

    HumansBeyond demographics and comorbidities in two external health systems

    AI heart-tracing screens linked to later heart failure

    AHA Scientific Sessions 2026 abstract

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AHA Scientific Sessions 2026 Abstract

AI heart-tracing screens linked to later heart failure

Positive combined screens were linked to 3.4-fold and 4.3-fold relative heart failure risks versus negative screens at Massachusetts General and Emory, respectively.Positive combined screens were linked to 3.4-fold and 4.3-fold relative heart failure risks versus negative screens at Massachusetts General and Emory, respectively.

Cohort studyHeart failure
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