Evidence map›Paper›PMID 40910373›Full record

ArticleEuropean heart journal2025

The electrocardiogram reimagined: AI-ECG as a prognostic beacon for valvular heart disease.

Antonis A Armoundas

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in European heart journal, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Antonis A ArmoundasCardiovascular Research Center, Massachusetts General Hospital, 149 13th Street, Boston, MA 02129, USA.ORCID 0000-0001-5006-1547

Funding

Prevention and Treatment of Ventricular TachyarrhythmiasR01HL135335 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ARMOUNDAS, ANTONIS A · 2017 to 2020
$2.1M
Biomarker-guided optimization of transcutaneous vagal stimulation for atrial fibrillationR01HL161008 · NHLBI · UNIVERSITY OF OKLAHOMA HLTH SCIENCES CTR · PI Stavros Stavrakis · 2022 to 2026
$1.9M
A deep learning artifact removal method for CPR continuity throughout the shock decision in AEDsR01HL173935 · NHLBI · UNIVERSITY OF CONNECTICUT STORRS · PI Ki H Chon · 2025 to 2026
$1.4M
A Medical-Grade Smart-Phone Based Monitoring System (Supplement)R21EB026164 · NIBIB · MASSACHUSETTS GENERAL HOSPITAL · PI ARMOUNDAS, ANTONIS A · 2018 to 2020
$668k
Utility of Vagal Stimulation to Prevent the Onset of Ventricular ArrhythmiasR21HL137870 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI ARMOUNDAS, ANTONIS A · 2017 to 2018
$468k
American Heart AssociationInstitute of Precision Medicine 17UNPG33840017NHLBI NIH HHS R01 HL135335NHLBI NIH HHS R01 HL161008NHLBI NIH HHS R01 HL173935NHLBI NIH HHS R21 HL137870NIBIB NIH HHS R21 EB026164NIH HHS 1 R01 HL135335-01NIH HHS 1 R01 HL161008-01NIH HHS 1 R21EB026164-01NIH HHS 1 R21 HL137870-01NIH HHS 3R21EB026164-02S1NIH HHS R01HL173935-01RICBAC Foundation
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID40910373
PMCPMC12634118

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.