Aging and eye tracking: in the quest for objective biomarkers

RZ Marandi, P Gazerani - Future Neurology, 2019 - Taylor & Francis
Recent applications of eye tracking for diagnosis, prognosis and follow-up of therapy in age-
related neurological or psychological deficits have been reviewed. The review is focused on …

Automatic diagnosis of epileptic seizures in EEG signals using fractal dimension features and convolutional autoencoder method

A Malekzadeh, A Zare, M Yaghoobi… - Big Data and Cognitive …, 2021 - mdpi.com
This paper proposes a new method for epileptic seizure detection in
electroencephalography (EEG) signals using nonlinear features based on fractal dimension …

EEG control of a bionic hand with imagination based on chaotic approximation of largest Lyapunov exponent: A single trial BCI application study

A Hekmatmanesh, RM Asl, H Wu, H Handroos - Ieee Access, 2019 - ieeexplore.ieee.org
This paper investigates a method for imaginary hand fisting pattern recognition based on the
electroencephalography (EEG). The proposed method estimate the largest Lyapunov …

A novel method based on the pseudo-orbits to calculate the largest Lyapunov exponent from chaotic equations

S Zhou, X Wang, Z Wang, C Zhang - Chaos: An Interdisciplinary …, 2019 - pubs.aip.org
To reduce parameter error caused by human factors and ensure the accuracy of the largest
Lyapunov exponent (LLE) obtained from chaotic equations, this paper proposes a simple …

Identifying the linear region based on machine learning to calculate the largest Lyapunov exponent from chaotic time series

S Zhou, X Wang - Chaos: An Interdisciplinary Journal of Nonlinear …, 2018 - pubs.aip.org
To reduce the error caused by the human factor, this paper proposes a modification of a well-
known small data method to obtain the largest Lyapunov exponent more accurately, which is …

Eye behavior recognition of eye–computer interaction

Z Xun, H Baoqing, L Dian, W Jingyuan… - Multimedia Tools and …, 2024 - Springer
Eye behavior recognition has found widespread applications in augmented reality devices
and simplified traditional human–computer interaction methods. However, several eye …

Chaos analysis of the brain topology in first-episode psychosis and clinical high risk patients

AI Korda, C Andreou, M Avram, H Handels… - Frontiers in …, 2022 - frontiersin.org
Structural MRI studies in first-episode psychosis (FEP) and in clinical high risk (CHR)
patients have consistently shown volumetric abnormalities in frontal, temporal, and cingulate …

Detection of saccades and quick-phases in eye movement recordings with nystagmus

SA Punuganti - ACM Symposium on Eye Tracking Research and …, 2020 - dl.acm.org
Benign Paroxysmal Positional Vertigo (BPPV) is the most common cause of vertigo and
dizziness. Patients with those symptoms can be diagnosed by the presence of a specific …

[HTML][HTML] Altered brain complexity in first-episode antipsychotic-naïve patients with schizophrenia: A whole-brain voxel-wise study

N Liu, R Lencer, C Andreou, M Avram, H Handels… - NeuroImage: Clinical, 2024 - Elsevier
Background Measures of cortical topology are believed to characterize large-scale cortical
networks. Previous studies used region of interest (ROI)-based approaches with predefined …

Saccadic eye movements estimate prolonged time awake

K Pettersson, K Müller, A Tietäväinen… - Journal of Sleep …, 2019 - Wiley Online Library
Prolonged time awake increases the need to sleep. Sleep pressure increases sleepiness,
impairs human alertness and performance and increases the probability of human errors …