July 28, 2023JACC AdvancesOpen Access

Automated Echocardiographic Detection of Heart Failure With Preserved Ejection Fraction Using Artificial Intelligence

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Why the study?

Does an AI model based on a single echocardiographic video improve the detection of HFpEF compared to clinical scores?

Comparison

AI HFpEF model vs clinical scores

Authors

AAAshley P. AkermanBoston University MPMihaela PorumbUniversity of Bucharest CSChristopher G. ScottCardiac Imaging

Discussion

Member takes

Implication

May aid HFpEF detection via single-video AI beyond clinical scores; hypothesis-generating for mortality risk and needs prospective validation.

Structured PICO

Does an AI model based on a single echocardiographic video improve the detection of HFpEF compared to clinical scores?

Population

Patients evaluated for heart failure with preserved ejection fraction (HFpEF)

Intervention

AI HFpEF model based on a single, routinely acquired echocardiographic video

Comparator

Clinical scores

Outcome

Discrimination of patients with vs without HFpEFsurrogate

An AI model analyzing a single echocardiographic video provides excellent discrimination for HFpEF and identifies patients at higher risk of mortality.

Cite This Study

Akerman et al. (2023) studied this question.

synapsesocial.com/papers/69c025f295093cdbe30333c5 https://doi.org/10.1016/j.jacadv.2023.100452

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Implication

May aid HFpEF detection via single-video AI beyond clinical scores; hypothesis-generating for mortality risk and needs prospective validation.

Automated Echocardiographic Detection of Heart Failure With Preserved Ejection Fraction Using Artificial Intelligence

Discussion

Member takes

Implication

Structured PICO

Cite This Study

Automated Echocardiographic Detection of Heart Failure With Preserved Ejection Fraction Using Artificial Intelligence

Discussion

Member takes

Implication

Structured PICO

Cite This Study

Also Consider

Also Consider