Positive PRESENT-SHD ensemble screen

There is 1 paper on positive PRESENT-SHD ensemble screen 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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1 new paper in 30 daysSee all 1 papers on positive PRESENT-SHD ensemble screen

“The ensemble SHD model conferred 3.4-fold risk (aHR 3.40 [3.22-3.59]) at MGH”
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
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New-onset heart failure

upin humans1

1 study
  1. Positive PRESENT-SHD ensemble screen predicts new-onset heart failure in humans (Patients without prior heart failure at MGH; adjusted analysis) (aHR 3.40 [3.22-3.59]).

    “The ensemble SHD model conferred 3.4-fold risk (aHR 3.40 [3.22-3.59]) at MGH”

    HumansPatients without prior heart failure at MGH; adjusted analysisMedian 3.6 yearsn = 178,537

    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