Application of Higuchi's fractal dimension from basic to clinical neurophysiology: a review

S Kesić, SZ Spasić - Computer methods and programs in biomedicine, 2016 - Elsevier
Background and objective For more than 20 years, Higuchi's fractal dimension (HFD), as a
nonlinear method, has occupied an important place in the analysis of biological signals. The …

The prognostic utility of electroencephalography in stroke recovery: a systematic review and meta-analysis

AA Vatinno, A Simpson… - … and neural repair, 2022 - journals.sagepub.com
Background Improved ability to predict patient recovery would guide post-stroke care by
helping clinicians personalize treatment and maximize outcomes. Electroencephalography …

[HTML][HTML] Graph-based analysis of brain connectivity in schizophrenia

E Olejarczyk, W Jernajczyk - PloS one, 2017 - journals.plos.org
The present study evaluated brain connectivity using electroencephalography (EEG) data
from 14 patients with schizophrenia and 14 healthy controls. Phase-Locking Value (PLV) …

Comprehensive analysis of feature extraction methods for emotion recognition from multichannel EEG recordings

R Yuvaraj, P Thagavel, J Thomas, J Fogarty, F Ali - Sensors, 2023 - mdpi.com
Advances in signal processing and machine learning have expedited
electroencephalogram (EEG)-based emotion recognition research, and numerous EEG …

Dysfunctional brain dynamics and their origin in Lewy body dementia

J Schumacher, LR Peraza, M Firbank, AJ Thomas… - Brain, 2019 - academic.oup.com
Lewy body dementia includes dementia with Lewy bodies and Parkinson's disease
dementia and is characterized by transient clinical symptoms such as fluctuating cognition …

Electroencephalographic fractal dimension in healthy ageing and Alzheimer's disease

FM Smits, C Porcaro, C Cottone, A Cancelli… - PloS one, 2016 - journals.plos.org
Brain activity is complex; a reflection of its structural and functional organization. Among
other measures of complexity, the fractal dimension is emerging as being sensitive to …

Impact of the reference choice on scalp EEG connectivity estimation

F Chella, V Pizzella, F Zappasodi… - Journal of neural …, 2016 - iopscience.iop.org
Objective. Several scalp EEG functional connectivity studies, mostly clinical, seem to
overlook the reference electrode impact. The subsequent interpretation of brain connectivity …

Normalization of network connectivity in hemispatial neglect recovery

LE Ramsey, JS Siegel, A Baldassarre… - Annals of …, 2016 - Wiley Online Library
Objective We recently reported that spatial and nonspatial attention deficits in stroke patients
with hemispatial neglect are correlated at 2 weeks postonset with widespread alterations of …

Resting-state EEG activity predicts frontoparietal network reconfiguration and improved attentional performance

J Rogala, E Kublik, R Krauz, A Wróbel - Scientific reports, 2020 - nature.com
Mounting evidence indicates that resting-state EEG activity is related to various cognitive
functions. To trace physiological underpinnings of this relationship, we investigated EEG …

Age-related changes in electroencephalographic signal complexity

F Zappasodi, L Marzetti, E Olejarczyk, F Tecchio… - PloS one, 2015 - journals.plos.org
The study of active and healthy aging is a primary focus for social and neuroscientific
communities. Here, we move a step forward in assessing electrophysiological neuronal …