ReviewJournal of the Royal Society, Interface2022
Robustness of electrocardiogram signal quality indices.
Review in Journal of the Royal Society, Interface, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers.
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
26 citing papers in PubMed.
- Article
- Pulse Rate Variability Is Not the Same as Heart Rate Variability: Implications for Sports Performance and Injury Prevention.Sports medicine - open · 2026Article
- High-Reliability Signal Quality Validation for Biosignals Using Sensor Fusion and Software Indices.Sensors (Basel, Switzerland) · 2026Article
- Machine learning-based stratification of chagas heart failure severity using ECG power spectral biomarkers.Medical & biological engineering & computing · 2026Article
- A multimodal dataset for emotional transition analysis in virtual reality.Scientific data · 2026Article
- Flexible Composites Based on PEDOT:PSS for Environmentally Friendly Electrocardiography Electrodes.Polymers · 2026Article
- Explainable multi-modal approach for uncovering key predictors of stroke-risk from ECG, EMG, blood pressure, and respiratory signals.Scientific reports · 2026Article
- A filamentary soft robotic probe for multimodal in utero monitoring of fetal health.Nature biomedical engineering · 2026Article
- Design and evaluation of a knowledge-based ECG noise filtering framework.Scientific reports · 2026Article
- Global-key region collaborative noise-aware for electrocardiogram signal quality assessment.PloS one · 2026Article
- Article
- Introduction to electrocardiogram signal quality assessment and estimated accuracy for textile electrodes.Scientific reports · 2025Article
- Electromyographic Diaphragm and Electrocardiographic Signal Analysis for Weaning Outcome Classification in Mechanically Ventilated Patients.Sensors (Basel, Switzerland) · 2025Article
- ECG-based heart arrhythmia classification using feature engineering and a hybrid stacked machine learning.BMC cardiovascular disorders · 2025Article
- Pulse rate variability is not the same as heart rate variability: findings from a large, diverse clinical population study.Frontiers in physiology · 2025Article
- A pilot study using the LASCA technique to analyze stress using heart rate variability.Lasers in medical science · 2024Article
- Cloud-Integrated Smart Nanomembrane Wearables for Remote Wireless Continuous Health Monitoring of Postpartum Women.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Tracking Cancer: Exploring Heart Rate Variability Patterns by Cancer Location and Progression.Cancers · 2024Article
- Quantifying the Suitability of Biosignals Acquired During Surgery for Multimodal Analysis.IEEE open journal of engineering in medicine and biology · 2024Article
- BCG Signal Quality Assessment Based on Time-Series Imaging Methods.Sensors (Basel, Switzerland) · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Electrocardiogram (ECG) signal quality indices (SQIs) are essential for improving diagnostic accuracy and reliability of ECG analysis systems. In various practical applications, the ECG signals are corrupted by different types of noise. These corrupted ECG signals often provide insufficient and incorrect information regarding a patient's health. To solve this problem, signal quality measurements should be made before an ECG signal is used for decision-making. This paper investigates the robustness of existing popular statistical signal quality indices (SSQIs): relative power of QRS complex (SQI
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.