Andrés F. Ruíz-Olaya

Universidad Antonio Nariño — Colombia

Engineering · Physical Sciences

16h-index1.2kcitations103works1.42yr avg
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Research Topics

Muscle activation and electromyography studies(46), EEG and Brain-Computer Interfaces(40), Neuroscience and Neural Engineering(36), Stroke Rehabilitation and Recovery(17), Prosthetics and Rehabilitation Robotics(17)

Publications102 total

Subject-Specific Pre-Processing Pipeline for EEG Artifact Removal Aimed at Enhancing SSVEP Detection
2024
Pre-and-post impact fall detection based on support vector machines using inertial and barometric pressure data
Tecnura·2024· 1 citedOpen Access
The brain response to coffee consumption
Coffee in Health and Disease Prevention·2024
Continuous reach-to-grasp motion recognition based on an extreme learning machine algorithm using sEMG signals
Physical and Engineering Sciences in Medicine·2024· 1 cited
Emerging Computational Methods Applied to BCI Systems for Restoring Motor Functions
2024
Enhancing Telerehabilitation Using Wearable Sensors and AI-Based Machine Learning Methods
2024· 3 cited
Artificial Intelligence Applied to Neuromotor Rehabilitation Engineering
2024· 2 cited
On the use of power-based connectivity between EEG and sEMG signals for three-weight classification during object manipulation tasks
Research on Biomedical Engineering·2024· 1 cited
Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals
Biomedical Physics & Engineering Express·2024· 9 citedOpen Access
EEG-Based Classification of Passive Pedaling Speeds Using SVM: A Promising Approach for Enhancing Lower Limb Rehabilitation Technologies
Communications in computer and information science·2024
Estimation of Pathological Gait Asymmetry of Lower-Limb Prosthetic Users at High and Low Walking Speeds
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024
Enhancing Classification of Grasping Tasks Using Hybrid EEG-sEMG Features
World Congress on Medical Physics and Biomedical Engineering, September 7 - 12, 2009, Munich, Germany·2024· 1 cited
On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition Using EEG
Communications in computer and information science·2023· 2 cited
Coupling Effects of Cross-Corticomuscular Association during Object Manipulation Tasks on Different Haptic Sensations
NeuroSci·2023· 8 citedOpen Access
Detection of Pedaling Tasks through EEG Using Extreme Learning Machine for Lower-Limb Rehabilitation Brain-Computer Interfaces
2023· 5 cited
Analysis of EEG Rhythms During Four-Direction First-Person Reach-to-Grasp Kinesthetic Motor Imagery Tasks from the Same Limb
2023· 6 cited
Estudio comparativo de métodos basados en reconocimiento de patrones para identificar movimientos de mano y muñeca por medio de señales SEMG
Revista Ontare·2023Open Access
EEG motor imagery classification using deep learning approaches in naïve BCI users
Biomedical Physics & Engineering Express·2023· 31 citedOpen Access
Semi-supervised approach to identify steps, shoes, and gender of older adults under semi-naturalistic conditions using a waist-worn inertial sensor
Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine·2023· 1 cited
Enhancing P300 Detection Using a Band-Selective Filter Bank for a Visual P300 Speller
IRBM·2023· 18 cited
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Frequent Co-authors

Eduardo Rocón(15), José L. Pons(13), Cristian Felipe Blanco-Díaz(11), Cristian David Guerrero-Méndez(10), Alberto López-Delis(8), Juan C. Moreno(7), Teodiano Bastos-Filho(7), Sebastián Jaramillo-Isaza(6), Juan Manuel Belda Lois(4), F. Brunetti(4), Denis Delisle-Rodríguez(4), Mauro Callejas-Cuervo(4), Arturo Forner‐Cordero(3), Javier M. Antelis(3), Alberto F. De Souza(3), J. Sánchez-Lacuesta(2), Rafael Raya(2), Anselmo Frizera(2), Álvaro D. Orjuela-Cañón(2), José Miranda(2)