Interactive and Deep Learning-Powered EEG-BCI for Wrist Rehabilitation: A Game-based Prototype Study
Abstract
Volume 9,Issue 3
Interactive and Deep Learning-Powered EEG-BCI for Wrist Rehabilitation: A Game-based Prototype StudyAbstract Motor deficits induced by neurological disorders impose a severe impact on activities of daily life. Conventional rehabilitation practices necessitate ongoing clinical supervision, which is costly and inaccessible. EEG-based brain-computer interface (BCI) systems offer a viable solution by facilitating neurorehabilitation through the direct interpretation of brain signals. Nonetheless, current systems are confronted with issues of real-time control, portability, and classification precision. The [...] |
Mindfulness Training to Reduce Anxiety in Socially Isolated Individuals with Schizophrenia: A Case StudyAbstract This article aims to evaluate the impact of mindfulness training on Mr. A, a 17-year-old adolescent with schizophrenia experiencing social isolation and severe anxiety. The subject, Mr. A, is a 17-year-old male who presented with significant anxiety symptoms, including excessive worry, restlessness, difficulty concentrating, irritability, heart palpitations, rapid breathing, and sleep disturbances. These symptoms were accompanied by behaviors of social withdrawal, emotional detachment, and reluc [...] |
Psychometric Properties of the Persian Version of the Interpersonal Mindfulness Scale (IMS) among Iranian Adolescentsby
Abstract Interpersonal mindfulness, involving present-moment awareness and acceptance during social interactions, is crucial for emotional regulation and adaptive interpersonal functioning. This study examined the psychometric properties of the Persian version of the Interpersonal Mindfulness Scale (IMS), a 27-item instrument with four subscales: presence, awareness of self and others, nonjudgmental acceptance, and nonreactivity. The cross-sectional sample included 15- to 17-year-old Iranian adolescents [...] |
Neural Network of Alpha Rhythm rs-EEG Activity for the Assessment of Consciousness in Psychopathologyby
Abstract Consciousness is an integrative process that combines several executive functions, as well as the analytical and synthetic activity of the brain. In some psychopathological conditions, in particular, in schizophrenia, low-information "borderline" disorders of the executive functions and consciousness are often formed at the onset. The present study was aimed at assessing the integration of the bran alpha regulatory system and the modulation of consciousness based on the data of recordi [...] |
A Systematic Literature Review on the Application of Explainable AI Approaches in the Assessment of Autism Spectrum DisorderAbstract Autism Spectrum Disorder (ASD) is a neurodevelopmental disorder associated with significant heterogeneity in symptoms and comorbid conditions. Studies have shown the value of early and accurate diagnosis in mitigating the associated social and behavioral challenges. Recently, studies have demonstrated the potential of machine learning (ML) models in identifying ASD patterns from neuroimaging, genetic, and behavioral data. However, the limited interpretability of these models poses a barrier to t [...] |
Loneliness or Solitude: How Are They Different?by
Abstract Loneliness, social isolation, aloneness, and solitude may be used interchangeably by some who may miss the difference between them. Loneliness is the experience of being alone, or perceiving that one is alone and unimportant to others. Solitude is being geographically isolated out of one’s choice. Loneliness is not a feeling, but a multidimensional construct which is expressed cognitively, behaviorally and affectively. solitude is also reviewed and a clear distinction between loneliness and soli [...] |
Advancing Objective Pain Measurement: Exploring the Potential of Electroencephalography BiomarkersAbstract Chronic pain involves complex cortical and subcortical changes, suggesting that brain electrical activity may be a potential biomarker for nociceptive processing. Pain leaves its signature in the brain's oscillatory patterns, yet limited studies have explored the neurophysiological alterations associated with chronic pain. This review examines the pain detection method currently used in clinical settings, the potential of neurophysiological features to become brain oscillatory brain biomarkers, [...] |
Maladjustment in Minority Youth from Community Network Disparities in the COVID-19 Lockdown Environmentby
Abstract Pandemic lockdown orders resulted in closures to critical community networks. One such infrastructure was community recreation centers/parks. This infrastructure serves a critical role in building psychosocial wellness for youth. Socioeconomic minority youth face baseline disparity in center/park distribution and services. Youth recreation activity declined 50% as result of lockdown orders with corresponding decline in youth mental health status. Despite overall youth activity decline, White and [...] |
How Can Architectural Acoustics Reflect Levels of Stress and Relaxation in Indoor Environments? An EEG-Based Experimental StudyAbstract The acoustic design of indoor environments encompassing spatial configuration, material properties, and sound absorption significantly influences auditory perception and psychological well-being. This study examines the interaction between architectural acoustics, musical stimuli, and neural responses within a controlled therapeutic context, focusing on their effects on stress reduction and relaxation. Electroencephalography (EEG) was utilized to measure brain activity in 24 participants exposed [...] |
Protective Effects of Teucrium polium Extract Against LPS-Induced Oxidative Stress in BV-2 Microglia: Insights from Wild-Type and Acox1⁻/⁻ Modelsby
Abstract Microglial activation and the associated oxidative or inflammatory responses play a crucial role in the development of neurodegenerative diseases. In this study, we evaluated the antioxidant, cytotoxic, and anti-inflammatory properties of
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Integrating Neuroimaging, Biomarkers, and Rehabilitation Strategies for Optimized Diagnosis and Recovery in Traumatic Brain Injuryby
Abstract This review examines a multimodal approach that integrates advanced neuroimaging, biofluid biomarkers, and innovative rehabilitation strategies for the optimized diagnosis and recovery of traumatic brain injury (TBI). TBI remains a critical public health challenge due to its high incidence and diverse, long-lasting morbidities. Conventional diagnostic methods often lack the sensitivity to detect subtle injuries, and current prognostic models are limited by the heterogeneity of TBI. Emerging neur [...] |
Astrocyte-Neuron Interactions in the Neuroinflammatory Cascade of Traumatic Brain InjuryAbstract Traumatic brain injury (TBI) is a significant public health concern, leading to substantial morbidity and mortality. While the primary injury is mechanical, the subsequent neuroinflammatory cascade plays a critical role in secondary injury and long-term neurological deficits. Astrocytes, the most abundant glial cells in the brain, play a key role in this cascade, interacting with neurons in a complex interplay that can both protect and exacerbate neuronal damage. This paper aims to provide a com [...] |
Natural Neurostimulation for Chronic Pain Management: A Case Series of 3 Patients with Dysmenorrhea and Menstrual MigraineAbstract Accumulating evidence suggests that chronic pain occurs in various disorders due to correlated processes of spontaneous cortical reorganization and dysregulation of cortical excitability in consciousness-related networks. This case series tracks three patients with chronic pain associated with the menstrual cycle treated by a novel non-invasive brain stimulation technique that applies qualities of the mother-fetus neurocognitive model. Previous research has shown that a low-frequency pulsed elec [...] |
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