ArticleFrontiers in physiology2018
Distinct ECG Phenotypes Identified in Hypertrophic Cardiomyopathy Using Machine Learning Associate With Arrhythmic Risk Markers.
Article in Frontiers in physiology, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers, 2 of them syntheses that pooled 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.
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.
Who cites it
41 citing papers in PubMed, 2 syntheses or guidelines pooled it, 83 citations in OpenAlex.
- Risk Prediction for Sudden Cardiac Death in the General Population: A Systematic Review and Meta-Analysis.International journal of public health · 2024Pooled it
- The Brazilian Society of Cardiology and Brazilian Society of Exercise and Sports Medicine Updated Guidelines for Sports and Exercise Cardiology - 2019.Arquivos brasileiros de cardiologia · 2019Guideline
- The Hodgkin-Huxley-Katz Prize Lecture: Heart digital twins: A new paradigm in arrhythmia medicine.The Journal of physiology · 2026Article
- Detection of Left Ventricular Outflow Obstruction From Standard B-Mode Echocardiogram Videos Using Deep Learning.JACC. Advances · 2026Article
- A New Era in the Management of Hypertrophic Cardiomyopathy.Reviews in cardiovascular medicine · 2025Review
- Leveraging artificial intelligence for risk stratification of inherited cardiomyopathies in under-resourced settings.Heart rhythm O2 · 2025Article
- Optimized multi-stage network with multi-dimensional spatiotemporal interactions for septal and apical hypertrophic cardiomyopathy classification using 12-lead ECGs.Biomedical engineering letters · 2025Article
- Review
- Unsupervised clustering of single-lead electrocardiograms associates with prevalent and incident heart failure in coronary artery disease.European heart journal. Digital health · 2025Article
- Electrocardiographic parameter profiles for differentiating hypertrophic cardiomyopathy stages.Journal of arrhythmia · 2025Article
- Harnessing 12-lead ECG and MRI data to personalise repolarisation profiles in cardiac digital twin models for enhanced virtual drug testing.Medical image analysis · 2025Article
- Identification of cardiac wall motion abnormalities in diverse populations by deep learning of the electrocardiogram.NPJ digital medicine · 2025Article
- Computational Medicine: What Electrophysiologists Should Know to Stay Ahead of the Curve.Current cardiology reports · 2024Review
- An explainable deep learning model to predict partial anomalous pulmonary venous connection for patients with atrial septal defect.BMC pediatrics · 2024Article
- Artificial Intelligence in Sports Medicine: Reshaping Electrocardiogram Analysis for Athlete Safety-A Narrative Review.Sports (Basel, Switzerland) · 2024Review
- New Innovations to Address Sudden Cardiac Arrest.US cardiology · 2024Review
- Should young athletes be screened for cardiomyopathies to reduce the burden of sudden cardiac death in athletes?Biophysical reviews · 2023Article
- Article
- Virtual healthcare solutions in heart failure: a literature review.Frontiers in cardiovascular medicine · 2023Review
- Artificial Intelligence in Ventricular Arrhythmias and Sudden Death.Arrhythmia & electrophysiology review · 2023Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors at 2 institutions in 2 countries.
Funding
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.