ArticleFrontiers in neurology2020
Personalizing Heart Rate-Based Seizure Detection Using Supervised SVM Transfer Learning.
Article in Frontiers in neurology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04642105 (Multimodal Profiling of People With Epilepsy to Determine Which Signals Are Clinically Useful for Long-term Home Monitoring), which is not on this map. Cited by 9 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.
Multimodal Profiling of People With Epilepsy to Determine Which Signals Are Clinically Useful for Long-term Home Monitoring
Who cites it
9 citing papers in PubMed.
- Seizure Detection Devices.Journal of clinical medicine · 2025Review
- Time series segmentation for recognition of epileptiform patterns recorded via microelectrode arrays in vitro.PloS one · 2025Article
- Weakly-Supervised Transfer Learning with Application in Precision Medicine.IEEE transactions on automation science and engineering : a publication of the IEEE Robotics and Automation Society · 2024Article
- Intra- and Inter-Subject Perspectives on the Detection of Focal Onset Motor Seizures in Epilepsy Patients.Sensors (Basel, Switzerland) · 2022Article
- Data Augmentation and Transfer Learning for Data Quality Assessment in Respiratory Monitoring.Frontiers in bioengineering and biotechnology · 2022Article
- Detecting Tonic-Clonic Seizures in Multimodal Biosignal Data From Wearables: Methodology Design and Validation.JMIR mHealth and uHealth · 2021Article
- The power of ECG in multimodal patient-specific seizure monitoring: Added value to an EEG-based detector using limited channels.Epilepsia · 2021Article
- Supervised SVM Transfer Learning for Modality-Specific Artefact Detection in ECG.Sensors (Basel, Switzerland) · 2021Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
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.