Optimizing EEG ICA Decomposition with Machine Learning: A CNN-Based Alternative to EEGLAB for Fast and Scalable Brain Activity Analysis Abstract Electroencephalography (EEG) provides excellent temporal resolution for brain activity analysis but limited spatial resolution at the sensors, making source unmixing essential. Our objective ... Clinical Research EEG Neuroscience eego mylab Nov 28, 2025 Publication
Unveiling the alterations of action processing and mu rhythm in Williams Syndrome Abstract Williams syndrome (WS) is a neurodevelopmental disorder marked by social difficulties, which may stem from atypical action processing. We investigated whether individuals with WS show impaire... Clinical Research Cognitive Research EEG eego mylab waveguard Nov 21, 2025 Publication
Goal-directed modulation of neural activity during working memory maintenance Abstract Visual working memory is crucial for goal-directed thoughts and behaviors. However, it is not clear how goals modulate working memory maintenance, as previous models often considered stimulus... Clinical Research Cognitive Research EEG eego mylab Nov 4, 2025 Publication
Extrastriate activity reflects sensorimotor-induced bias in estimating number of visual humans Abstract Humans and animals are able to rapidly, and with reasonable accuracy, estimate the number of objects in a visual scene. Visual-evoked potential studies have described a sequence of functional... Clinical Research Cognitive Research EEG eego mylab Sep 30, 2025 Publication
Learning Residual-based Biomarkers of Cognitive Health via Self-Supervised Learning on EEG State Transitions Abstract Deep learning (DL) models have achieved impressive performance in EEG-based prediction tasks, but they often lack interpretability, limiting their clinical utility. In this study, we introduc... Clinical Research Cognitive Research EEG Preprint waveguard Sep 21, 2025 Publication
Fronto-motor circuits linked to effort-based decision-making and apathy in healthy subjects Abstract Apathy is a syndrome characterized by a disruption in effort-reward decision- making, accompanied by structural and functional changes in a related fronto-basal ganglia (BG) network. While ac... Clinical Research Neuromodulation TMS visor2 Aug 30, 2025 Publication
EEG microstates, acute phase negative symptoms of schizophrenia and antipsychotic treatment response Abstract Highlights A EEG microstate Csingle bondD imbalance was consistently observed in schizophrenia. • We studied microstate dynamics during acute psychotic episodes of schizophrenia. • The severi... Clinical Research EEG Mental Health eego mylab Aug 20, 2025 Publication
Quantitative electroencephalography characteristics in delirium with various etiologies: A multicenter study Abstract Aim: Delirium is a manifestation of acute encephalopathy, which has a heterogeneous etiology. This study aimed to investigate whether quantitative electroencephalography (qEEG) characteristic... Clinical Research EEG Mental Health Neuroscience eego sports waveguard Aug 18, 2025 Publication
Is Neurodegeneration Accelerated? Investigating COVID-19’s Impact on Dementia via Functional Connectivity Abstract Introduction: COVID-19 has been associated with various neurological complications, including cognitive impairments such as memory deficits, attention difficulties, and executive dysfunction.... Clinical Research Cognitive Research EEG eego sports Aug 5, 2025 Publication
Modulating food craving-related neural oscillations using tACS: study protocol for a randomized sham-controlled trial Abstract Introduction: Food addiction is characterized by heightened craving and impaired inhibitory control, contributing to compulsive eating and obesity. Existing behavioral and pharmacological int... Clinical Research EEG Neuromodulation eego mylab Jul 30, 2025 Publication
Resting-state alpha reactivity is reduced in Parkinson’s disease and associated with gait variability Abstract Background: The extent to which the cholinergic system contributes to gait impairments in Parkinson’s disease (PD) remains unclear. Electroencephalography (EEG) alpha reactivity, which refers... Clinical Research Cognitive Research EEG eego sports Jun 24, 2025 Publication
Reactivity of the Autonomic Nervous System During Visual‐Physical Incongruent Walking Conditions—A Virtual Reality Study Abstract The force of gravity critically impacts locomotion regulation while walking on inclined surfaces. To construct an updated assessment about the gravitational consequences and change gait patte... Clinical Research EEG eego sports May 27, 2025 Publication