Alzheimer's Disease Diagnosis and Severity Level Detection Based on Electroencephalography Modulation Spectral “Patch” Features
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Journal of Biomedical and Health Informatics"
DOI: 10.1109/jbhi.2019.2953475
Abstract: Over the last two decades, electroencephalography (EEG) has emerged as a reliable tool for the diagnosis of cortical disorders such as Alzheimer's disease (AD). Typically, resting-state EEG (rsEEG) signals have been used, and traditional frequency… read more here.
Keywords: proposed features; diagnosis; alzheimer disease; severity ... See more keywords
Assessing Postural Stability Using Coupling Strengths between Center of Pressure and Its Ground Reaction Force Components
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10228077
Abstract: The center of pressure (COP), which is defined as the point at which the resultant ground reaction force (GRF) is applied on a body, provides valuable information for postural stability assessment. This is because the… read more here.
Keywords: cop; proposed features; postural stability; stability ... See more keywords
Heuristic Optimization of Deep and Shallow Classifiers: An Application for Electroencephalogram Cyclic Alternating Pattern Detection
Sign Up to like & getrecommendations! Published in 2022 at "Entropy"
DOI: 10.3390/e24050688
Abstract: Methodologies for automatic non-rapid eye movement and cyclic alternating pattern analysis were proposed to examine the signal from one electroencephalogram monopolar derivation for the A phase, cyclic alternating pattern cycles, and cyclic alternating pattern rate… read more here.
Keywords: proposed features; non rapid; eye movement; alternating pattern ... See more keywords