ArticleFrontiers in neurology2021
Prospective Study of a Multimodal Convulsive Seizure Detection Wearable System on Pediatric and Adult Patients in the Epilepsy Monitoring Unit.
Article in Frontiers in neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 39 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
39 citing papers in PubMed, 2 syntheses or guidelines pooled it, 67 citations in OpenAlex.
- Automated seizure detection using wearable devices: updated systematic review and meta-analysis of tonic-clonic and focal seizure detection.Frontiers in bioengineering and biotechnology · 2026Pooled it
- Automated seizure detection with noninvasive wearable devices: A systematic review and meta-analysis.Epilepsia · 2022Pooled it
- A multicenter, video-EEG-based validation of a multimodal wearable device for focal seizure detection in adults: The SeizeIT2 study.Epilepsia open · 2026Trial
- Reliable detection of generalized convulsive seizures using an off-the-shelf digital watch: A multisite phase 2 study.Epilepsia · 2024Trial
- Temporal Divergence of True and False Alarms in Pediatric Nocturnal Seizure Monitoring.Annals of clinical and translational neurology · 2026Article
- Sounding the Alarm: Accuracy of Seizure Detection Devices.Epilepsy currents · 2026Article
- Holistic management of epilepsy in adults with intellectual development disorders.Epileptic disorders : international epilepsy journal with videotape · 2026Article
- Position Statement on Noninvasive Seizure Detection/Alerting Devices: A Joint Statement of the American Epilepsy Society, the Epilepsy Foundation, and the Danny Did Foundation.Epilepsy currents · 2026Review
- The future of epilepsy care in the United Kingdom: A roadmap for technology-enabled transformation.Epilepsia open · 2026Review
- Review
- Prospective evaluation of a seizure detection wearable device for timely interventions in an epilepsy monitoring unit.Epilepsia · 2026Observational
- Neurobehavioral Signatures of Epileptogenesis: Molecular Programs, Trait-like Phenotypes, and Translational Biomarkers Beyond Seizures.International journal of molecular sciences · 2026Review
- The research progress of wearable digital health technologies in epilepsy management.Acta epileptologica · 2026Review
- From promise to practice: Navigating the challenges of AI integration in clinical neurophysiology.Clinical neurophysiology practice · 2026Review
- WMRE2030: integrating wearable devices, multi-omics, and artificial intelligence-driven real-time feedback into a daily-scale closed-loop framework for a new era of precision exercise.Frontiers in physiology · 2026Review
- Mixture of checkpoint experts for explainable seizure detection using wearable devices.Scientific reports · 2025Article
- Integration of Artificial Intelligence and Wearable Devices in Pediatric Clinical Care: A Review.Bioengineering (Basel, Switzerland) · 2025Review
- Implementation Framework to Increase Patient Adherence in Clinical Trials Utilizing Wearable Devices.Research square · 2025Article
- Validity of Empatica E4 Wristband for Detection of Autonomic Dysfunction Compared to Established Laboratory Testing.Diagnostics (Basel, Switzerland) · 2025Article
- Artificial intelligence in pediatric healthcare: current applications, potential, and implementation considerations.Clinical and experimental pediatrics · 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
14 authors at 9 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
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.