ReviewNeurosciences (Riyadh, Saudi Arabia)2022
Review of electroencephalography signals approaches for mental stress assessment.
Review in Neurosciences (Riyadh, Saudi Arabia), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers, 1 of them a synthesis 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
29 citing papers in PubMed, 1 synthesis or guideline pooled it, 75 citations in OpenAlex.
- A Systematic Review and Meta-Analysis of EEG, fMRI, and fNIRS Studies on the Psychological Impact of Nature on Well-Being.International journal of environmental research and public health · 2026Pooled it
- Cortical arousal and autonomic regulation: The role of coldWorld journal of methodology · 2026Trial
- Modest Effects of Neurofeedback-Assisted Meditation Using a Wearable Device on Stress Reduction: A Randomized, Double-Blind, and Controlled Study.Journal of Korean medical science · 2024Trial
- Perioperative Anxiety in Adults: A Narrative Review of Pathophysiology, Assessment, and Multimodal Management Strategies.Healthcare (Basel, Switzerland) · 2026Review
- Comparison of Resting-State EEG and Synchronization Between Young Adults with Down Syndrome and Controls in Bipolar Montage.Brain sciences · 2026Article
- Improving cognitive stress classification via multimodal EEG and ECG fusion: gender differences in physiological response.Scientific reports · 2026Article
- Role of Electroencephalographic Biomarkers as Predictors of Post-Stroke Cognitive Outcomes in Patients with Cerebral Infarction: Literature Review.Neuropsychiatric disease and treatment · 2026Review
- Effects of motor activity versus cognitive demand on asymmetries in EEG frequency bands and their relation to handedness.Frontiers in human neuroscience · 2026Article
- Electroencephalographic Biomarkers in Tinnitus: A Narrative Review of Current Approaches and Clinical Perspectives.Brain sciences · 2025Review
- Neural changes in microgravity: Investigating the effects of aerospace environments.IBRO neuroscience reports · 2025Review
- Rectus Femoris and Gastrocnemius EMG Driven Cheonjiin Speller for Korean Text Input.Sensors (Basel, Switzerland) · 2025Article
- 3-Carene Modulates Baseline Brain Electrical Activity Without Suppressing 4-Aminopyridine-Induced Seizure Events: An In Vivo and In Vitro Electrophysiological Study.Neurochemical research · 2025Article
- A mega-analysis of low frequency resting-state measures in mood and psychosis-spectrum disorders.medRxiv : the preprint server for health sciences · 2025Article
- Neural Correlates of Borderline Personality Disorder (BPD) Based on Electroencephalogram (EEG)-A Mechanistic Review.International journal of molecular sciences · 2025Review
- Nurse-Led Binaural Beat Intervention for Anxiety Reduction in Pterygium Surgery: A Randomized Controlled Trial.Nursing reports (Pavia, Italy) · 2025Article
- The Neural Correlates of Chewing Gum-A Neuroimaging Review of Its Effects on Brain Activity.Brain sciences · 2025Review
- The Role of Maladaptive Plasticity in Modulating Pain Pressure Threshold Post-Spinal Cord Injury.Healthcare (Basel, Switzerland) · 2025Article
- Modulation of brain activity and tremor severity by NeuroEpo in Parkinson's patients with varying tremor amplitudes.Frontiers in neurology · 2025Article
- Brain-body interactions associated with the transition from mind wandering to awareness of its occurrence.Neuroscience of consciousness · 2025Article
- EEG-based characterization of auditory attention and meditation: an ERP and machine learning approach.Frontiers in human neuroscience · 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
1 author at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The innovation of electroencephalography (EEG) more than a century ago supports the technique to assess brain structure and function in clinical health and research applications. The EEG signals were identified on their frequency ranges as delta (from 0.5 to 4 Hz), theta (from 4 to 7 Hz), alpha (from 8 to 12 Hz), beta (from 16 to 31 Hz), and gamma (from 36 to 90 Hz). Stress is a sense of emotional tension caused by several life events. For example, worrying about something, being under pressure, and facing significant challenges are causes of stress. The human body is affected by stress in various ways. It promotes inflammation, which affects cardiac health. The autonomic nervous system is activated during mental stress. Posttraumatic stress disorder and Alzheimer's disease are common brain stress disorders. Several methods have been used previously to identify stress, for instance, magnetic resonance imaging, single-photon emission computed tomography and EEG. The EEG identifies the electrical activity in the human brain by applying small electrodes positioned on the scalp of the brain. It is a useful non-invasive method and collects feedback from stress hormones. In addition, it can serve as a reliable tool for measuring stress. Furthermore, evaluating human stress in real-time is complicated and challenging. This review demonstrates the power of frequency bands for mental stress and the behaviors of frequency bands based on medical and research experiencebands based on medical and research experience.
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.