BiomarkersIn silico

Electrocardiogram-based Deep Learning to Predict Elevated Natriuretic Peptides at Guideline Thresholds for Heart Failure

AHA Scientific Sessions 2025 Abstract

The paper

Masahiro Noguchi, Shota Tsurimoto, Yasuaki Takeji,

Masaya Shimojima, Kenji Sakata, Soichiro Usui, Masayuki Takamura,

Akihiro Nomura

Kanazawa University

AHA Scientific Sessions 2025 Abstract · 3 Nov 2025

Presented at AHA Scientific Sessions 2025 · Abstract 4360612

doi.org/10.1161/circ.152.suppl_3.4360612

AI-based ECG detects and predicts hypertrophic cardiomyopathy
medRxiv · 4 Oct 2026
Electrocardiogram heart age reflects past electrical burden but not future aging pace
Journal of Electrocardiology · 2 Oct 2026
Deep learning matches experts in scoring aortic valve calcium
JACC Advances · 4 Oct 2026
Calf size and physical function predict heart failure mortality
Archives of Gerontology and Geriatrics · 4 Oct 2026