ArticleFrontiers in neuroscience2022
Pre-gelled Electrode Grid for Self-Applied EEG Sleep Monitoring at Home.
Article in Frontiers in neuroscience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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15 citing papers in PubMed, 22 citations in OpenAlex.
- Around the Clock: Wearing a Flex-Printed trEEGrid Electrode Patch and Miniaturized Amplifier for Nearly 24 Hours Across Daytime and Overnight EEG Sessions.Sensors (Basel, Switzerland) · 2026Article
- Evaluation of Pre-Applied Conductive Materials in Electrode Grids for Longterm EEG Recording.Sensors (Basel, Switzerland) · 2025Article
- Evaluating the performance of wearable EEG sleep monitoring devices: a meta-analysis approach.npj biomedical innovations · 2025Article
- Bringing diagnostic home: models, challenges and enablers of home-based examinations imaging/graph services - a scoping review.BMJ open · 2025Article
- Bionic Sensors for Biometric Acquisition and Monitoring: Challenges and Opportunities.Sensors (Basel, Switzerland) · 2025Review
- A deep learning-enabled smart garment for accurate and versatile monitoring of sleep conditions in daily life.Proceedings of the National Academy of Sciences of the United States of America · 2025Article
- Mind the road: attention related neuromarkers during automated and manual simulated driving captured with a new mobile EEG sensor system.Frontiers in neuroergonomics · 2025Article
- Recent Progress in Biosensors for Depression Monitoring-Advancing Personalized Treatment.Biosensors · 2024Review
- Transfer Learning for Automatic Sleep Staging Using a Pre-Gelled Electrode Grid.Diagnostics (Basel, Switzerland) · 2024Article
- Remote Wearable Neuroimaging Devices for Health Monitoring and Neurophenotyping: A Scoping Review.Biomimetics (Basel, Switzerland) · 2024Article
- Neural speech tracking and auditory attention decoding in everyday life.Frontiers in human neuroscience · 2024Article
- The evaluation of cEEGrids for fatigue detection in aviation.Sleep advances : a journal of the Sleep Research Society · 2024Article
- Simultaneous Dry and Gel-Based High-Density Electroencephalography Recordings.Sensors (Basel, Switzerland) · 2023Article
- Advancements in Wearable EEG Technology for Improved Home-Based Sleep Monitoring and Assessment: A Review.Biosensors · 2023Review
- Recent Progress in Long-Term Sleep Monitoring Technology.Biosensors · 2023Review
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The need for diagnostic capabilities for sleep disorders such as sleep apnea and insomnia far exceeds the capacity of inpatient sleep laboratories. Some home monitoring systems omit electroencephalography (EEG) because trained personnel may be needed to apply EEG sensors. Since EEG is essential for the detailed evaluation of sleep, better systems supporting the convenient and robust recording of sleep EEG at home are desirable. Recent advances in EEG acquisition with flex-printed sensors promise easier application of EEG sensor arrays for chronic recordings, yet these sensor arrays were not designed for sleep EEG. Here we explored the self-applicability of a new sleep EEG sensor array (trEEGrid) without prior training. We developed a prototype with pre-gelled neonatal ECG electrodes placed on a self-adhesive grid shape that guided the fast and correct positioning of a total of nine electrodes on the face and around the ear. Positioning of the sensors was based on the results of a previous ear-EEG sleep study (da Silva Souto et al., 2021), and included electrodes around the ear, one eye, and the chin. For comparison, EEG and electrooculogram channels placed according to the American Academy of Sleep Medicine criteria, as well as respiratory inductance plethysmography on thorax and abdomen, oxygen saturation, pulse and body position were included with a mobile polysomnography (PSG) system. Two studies with 32 individuals were conducted to compare the signal quality of the proposed flex-printed grid with PSG signals and to explore self-application of the new grid at home. Results indicate that the new array is self-applicable by healthy participants without on-site hands-on support. A comparison of the hypnogram annotations obtained from the data of both systems revealed an overall substantial agreement on a group level (Cohen's κ = 0.70 ± 0.01). These results suggest that flex-printed pre-gelled sensor arrays designed for sleep EEG acquisition can facilitate self-recording at home.
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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.