ArticleNature2025
Automated loss of pulse detection on a consumer smartwatch.
Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 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
23 citing papers in PubMed.
- Wearable saving lives: a case report.Resuscitation plus · 2026Article
- Automated cardiac arrest detection using wrist-derived photoplethysmography during withdrawal of life-sustaining treatment: a prospective clinical validation study.The Lancet regional health. Europe · 2026Article
- Advances and Challenges in Wearable Sensors for Health Monitoring.ACS applied materials & interfaces · 2026Review
- Wearable Flexible Sensors for Cardiovascular Disease Monitoring.Advanced materials (Deerfield Beach, Fla.) · 2026Review
- Artificial Intelligence-Enhanced Electrocardiography and Health Records to Predict Cardiac Arrest.JACC. Advances · 2026Article
- Automated Cardiac Arrest Detection Using Wrist-Worn Photoplethysmography: External Validation in Patients With Induced Shockable Cardiac Arrest (DETECT-1b).Circulation. Arrhythmia and electrophysiology · 2026Article
- Resuscitation 2025 congress: launch of the resuscitation guidelines, scientific advances, education, equity, and innovation across the chain of survival.Resuscitation plus · 2026Article
- A machine learning model to detect falls mimicking cardiac arrest-related collapse based on wrist-derived accelerometry: the DETECT-2 study.European heart journal. Digital health · 2026Article
- Wolf Creek XVIII Part 8: Wolf Creek Innovator in Cardiac Arrest and Resuscitation Science Award.Resuscitation plus · 2026Article
- Out-of-hospital cardiac arrest detection by a wearable: the first real-life case.Resuscitation plus · 2026Article
- First automated detection of a cardiac arrest using a commercially available smartwatch: a case report.Resuscitation plus · 2026Article
- A digital witness for cardiac arrest: are wearables ready for real-world use?Resuscitation plus · 2026Article
- Effect of a grace period on false alarm rates of smartwatch-based out-of-hospital cardiac arrest detection systems: a pilot study.Resuscitation plus · 2026Article
- Digital health technologies in medicine: evidence, artificial intelligence integration, and ethical challenges.Infectious agents and cancer · 2026Review
- Artificial Intelligence-Enhanced Wearable Blood Pressure Monitoring in Resource-Limited Settings: A Co-Design of Sensors, Model, and Deployment.Nano-micro letters · 2026Review
- Smartwatch-based detection of loss of pulse.PloS one · 2026Article
- Modifiable lifestyle factors and sudden cardiac death: mechanisms, evidence, and prevention strategies.Frontiers in cardiovascular medicine · 2026Review
- Strategic PAD positioning: a scoping review.Scandinavian journal of trauma, resuscitation and emergency medicine · 2025Article
- Patient and physician perspectives on smartwatch-based out-of-hospital cardiac arrest detection.European heart journal. Digital health · 2025Article
- Integrating smartwatch-based out-of-hospital cardiac arrest detection into resuscitation systems: a focus group study of community responder perspectives.Resuscitation plus · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
36 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Out-of-hospital cardiac arrest is a time-sensitive emergency that requires prompt identification and intervention: sudden, unwitnessed cardiac arrest is nearly unsurvivable
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.