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Related Concept Videos

Pathophysiology of Heart Failure01:17

Pathophysiology of Heart Failure

1.5K
Heart failure (HF) is a progressive syndrome involving ventricles that leads to inadequate cardiac output. It can be classified based on location and output or ejection fraction. Ejection fraction (EF) is an essential measurement in the diagnosis and surveillance of HF. Reduced EF corresponds to systolic heart failure (HFrEF). However, HF with preserved ejection fraction (HFpEF) is becoming increasingly prevalent. Also known as diastolic HF, this form of HF is related to aging. The...
1.5K

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Related Experiment Video

Updated: Jun 2, 2025

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
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Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction

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Event Prediction in HFpEF Using Machine Learning: Will This Promising Model Be Applied in Practice?

Jeroen G Valk1,2, Arlene John1, Mark J Schuuring1,2

  • 1Department of Biomedical Signals and Systems, University of Twente, Enschede, the Netherlands.

JACC. Asia
|January 13, 2025
PubMed
Summary

No abstract available in PubMed .

Keywords:
cardiovascular deathheart failure with preserved ejection fractionheart failure hospitalizationmachine learningrandom survival forest

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