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Author

Laurève Chollet

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Open access Oct 2026

External validation of artificial intelligence–based electrocardiographic models for heart failure detection across diverse clinical settings

In up to 50% of patients, heart failure (HF) is first diagnosed at the time of hospitalization for acute HF, representing a missed opportunity for earlier treatment. Artificial intelligence–enhanced electrocardiography (AI-ECG) offers a rapid and scalable opportunity for HF detection and risk stratification. Two...

A. Champetier, L. Chollet, K. Rumora et al. · 0 citations
Open access Aug 2026

Undetected Heart Failure in Cardiology: Prevalence, Characteristics, and Outcome.

One-out-of three patients referred for CAD work-up had undetected HF, which was associated with cardiovascular death and AHF hospitalization, and was associated with an increased cumulative incidence of the composite endpoint.

Laurève Chollet, K. Rumora, K. Durak et al. · 0 citations
Aug 2026

Beyond Doppler: Scalable AI Detection of LVOT Obstruction in HCM.

BACKGROUND Accurate assessment of left ventricular outflow tract (LVOT) gradients is critical for hypertrophic cardiomyopathy management, yet Doppler-based measurements are technically demanding and require expertise. The objective of this work was to develop a multi-view deep learning model capable of classifying LVOT...

O. Crystal, J. Farina, I. Scalia et al. · 0 citations

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