ArticleBrain sciences2021
Identification of Breathing Patterns through EEG Signal Analysis Using Machine Learning.
Article in Brain sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 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
5 citing papers in PubMed.
- Rapid Nasal Breathing as a Biometric Trigger: High-Accuracy Electroencephalogram-Based Authentication for Clinical Applications.The clinical respiratory journal · 2026Article
- Position Statement and Recommendations for Custom-Made Sport Mouthguards.Dental traumatology : official publication of International Association for Dental Traumatology · 2025Review
- Effects of Nasal and Oral Breathing on Respiratory Muscle and Brain Function: A ReviewThoracic research and practice · 2025Article
- Deconstructing heterogeneity in schizophrenia through language: a semi-automated linguistic analysis and data-driven clustering approach.Schizophrenia (Heidelberg, Germany) · 2022Article
- Transverse maxillary dimensions and upper airway morphology in mouth- and nasal-breathing children aged 10-12 years: A CBCT-based study.Journal of oral biology and craniofacial researchArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
This study was to investigate the changes in brain function due to lack of oxygen (O
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.