SynthesisFrontiers in medicine2020
Assessment of Hypertension Using Clinical Electrocardiogram Features: A First-Ever Review.
Synthesis in Frontiers in medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.
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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.
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Who cites it
12 citing papers in PubMed, 33 citations in OpenAlex.
- Wearable devices for anxiety assessment: a systematic review.Communications medicine · 2026Article
- Estimating blood pressure from the electrocardiogram: findings of a large-scale negative results study.Physiological measurement · 2025Article
- Electrocardiographic repolarization parameters in children with arrhythmias and excessive body weight.Archives of medical science : AMS · 2025Article
- Association of major and minor ECG abnormalities with traditional cardiovascular risk factors in the general population: a large scale study.Scientific reports · 2024Article
- WATCH-BPM-Comparison of a WATCH-Type Blood Pressure Monitor with a Conventional Ambulatory Blood Pressure Monitor and Auscultatory Sphygmomanometry.Sensors (Basel, Switzerland) · 2023Article
- Electrocardiogram analysis in Anderson-Fabry disease: a valuable tool for progressive phenotypic expression tracking.Frontiers in cardiovascular medicine · 2023Article
- Incidence and potential risk factors for remdesivir-associated bradycardia in hospitalized patients with COVID-19: A retrospective cohort study.Frontiers in pharmacology · 2023Article
- Cuffless Blood Pressure Measurement Using Linear and Nonlinear Optimized Feature Selection.Diagnostics (Basel, Switzerland) · 2022Article
- Robust Reconstruction of Electrocardiogram Using Photoplethysmography: A Subject-Based Model.Frontiers in physiology · 2022Article
- Electrocardiography in Hypertensive Patients without Cardiovascular Events: A Valuable Predictor Tool?International journal of hypertension · 2022Article
- Commentary: Assessment of Hypertension Using Clinical Electrocardiogram Features: A First-Ever Review.Frontiers in medicine · 2021Article
- Current evidence suggests that estimating blood pressure from convenient ECG waveforms alone is not viable.Journal of electrocardiologyReview
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Authors and funding
14 authors at 8 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Hypertension affects an estimated 1.4 billion people and is a major cause of morbidity and mortality worldwide. Early diagnosis and intervention can potentially decrease cardiovascular events later in life. However, blood pressure (BP) measurements take time and require training for health care professionals. The measurements are also inconvenient for patients to access, numerous daily variables affect BP values, and only a few BP readings can be collected per session. This leads to an unmet need for an accurate, 24-h continuous, and portable BP measurement system. Electrocardiograms (ECGs) have been considered as an alternative way to measure BP and may meet this need. This review summarizes the literature published from January 1, 2010, to January 1, 2020, on the use of only ECG wave morphology to monitor BP or identify hypertension. From 35 articles analyzed (9 of those with no listed comorbidities and confounders), the P wave, QTc intervals and TpTe intervals may be promising for this purpose. Unfortunately, with the limited number of articles and the variety of participant populations, we are unable to make conclusions about the effectiveness of ECG-only BP monitoring. We provide 13 recommendations for future ECG-only BP monitoring studies and highlight the limited findings in pregnant and pediatric populations. With the advent of convenient and portable ECG signal recording in smart devices and wearables such as watches, understanding how to apply ECG-only findings to identify hypertension early is crucial to improving health outcomes worldwide.
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