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Comparative analysis of spectral and temporal combinations in CSP-based methods for decoding hand motor imagery tasks

Journal of neuroscience methods, 2022-04, Vol.371, p.109495-109495, Article 109495

2022

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Effects of the concentration level, eye fatigue and coffee consumption on the performance of a BCI system based on visual ERP-P300

Journal of neuroscience methods, 2022-12, Vol.382, p.109722-109722, Article 109722

2022

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Toward an Upper-Limb Neurorehabilitation Platform Based on FES-Assisted Bilateral Movement: Decoding User’s Intentionality

Artificial Computation in Biology and Medicine, p.143-152

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Integration of emerging motion capture technologies and videogames for human upper-limb telerehabilitation: A systematic review

Dyna (Medellín, Colombia), 2015, Vol.82 (189), p.68-75

2015

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A Novel Method based on Regularized Logistic Regression and CCA for P300 Detection using a Reduced Number of EEG Trials

Revista IEEE América Latina, 2020-12, Vol.18 (12), p.2147-2154

2020

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Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals

Biomedical physics & engineering express, 2024-05, Vol.10 (3), p.35003

2024

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Architecture proposal for a support system to upper limb telerehabilitation by capturing biomechanical signals

Revista FI-UPTC, 2015-09, Vol.24 (40), p.41-48

2015

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Classification of the Angular Position During Wrist Flexion-extension Based on EMG Signals

Ingeniería y universidad, 2021, Vol.25

2021

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Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application

Artificial Computation in Biology and Medicine, p.153-162

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Architecture proposal for a support system to upper limb telerehabilitation by capturing biomechanical signals/Propuesta de arquitectura para un sistema de apoyo a telerehabilitacion de miembro superior capturando senales biomecanicas/Proposta de arquitetura para um sistema de apoio a telereabilitacao de membro superior capturando sinais biomecanicos

Revista FI-UPTC, 2015-09, Vol.24 (40), p.41

2015

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How do factors of comfort, concentration, and eye fatigue affect the performance of a BCI system based on SSVEP?

2021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI), 2021, p.1-4

2021

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Validation of an inertial sensor-based platform to acquire kinematic information for human joint angle estimation

Dyna (Medellín, Colombia), 2016-06, Vol.83 (197), p.153-158

2016

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Emerging Computational Methods Applied to BCI Systems for Restoring Motor Functions

Computational Approaches in Bioengineering, 2024, Vol.2, p.245-265

1, 2024

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Evaluation of the Hilbert-Huang Transform for myoelectric pattern classification: Towards a method to detect movement intention

2013 Pan American Health Care Exchanges (PAHCE), 2013, p.1-6

2013

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Knee Joint Angle Monitoring System Based on Inertial Measurement Units for Human Gait Analysis

VII Latin American Congress on Biomedical Engineering CLAIB 2016, Bucaramanga, Santander, Colombia, October 26th -28th, 2016, 2017, p.690-693

2017

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Wearable low-cost inertial sensor-based electrogoniometer for measuring joint range of motion

Dyna (Medellín, Colombia), 2017, Vol.84 (201), p.180-185

2017

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Enhancing Telerehabilitation Using Wearable Sensors and AI-Based Machine Learning Methods

Computational Approaches in Bioengineering, 2024, Vol.2, p.266-298

1, 2024

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Artificial Intelligence Applied to Neuromotor Rehabilitation Engineering: Advances and Challenges

Computational Approaches in Bioengineering, 2024, Vol.2, p.212-244

1, 2024

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Validación de una plataforma basada en sensores inerciales para adquirir información cinemática de estimación del ángulo articular humano

Dyna (Medellín, Colombia), 2016-06, Vol.83 (197), p.153-158

2016

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On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition Using EEG

Applications of Computational Intelligence, p.19-29

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Identification of motor imagery tasks using power-based connectivity descriptors from EEG signals

2021 XXIII Symposium on Image, Signal Processing and Artificial Vision (STSIVA), 2021, p.1-6

2021

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Architecture proposal for a support system to upper limb telerehabilitation by capturing biomechanical signals

Revista FI-UPTC, 2015, Vol.24 (40), p.43-50

2015

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Integration of emerging motion capture technologies and videogames for human upper-limb telerehabilitation: A systematic review

Dyna (Medellín, Colombia), 2015-01, Vol.82 (189), p.68-75

2015

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A Comparison of Myoelectric Pattern Recognition Methods to Control an Upper Limb Active Exoskeleton

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, p.100-107

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Comparative analysis of spectral and temporal combinations in CSP-based methods for decoding hand motor imagery tasks

Effects of the concentration level, eye fatigue and coffee consumption on the performance of a BCI system based on visual ERP-P300

Toward an Upper-Limb Neurorehabilitation Platform Based on FES-Assisted Bilateral Movement: Decoding User’s Intentionality

Integration of emerging motion capture technologies and videogames for human upper-limb telerehabilitation: A systematic review

A Novel Method based on Regularized Logistic Regression and CCA for P300 Detection using a Reduced Number of EEG Trials

Evaluation of temporal, spatial and spectral filtering in CSP-based methods for decoding pedaling-based motor tasks using EEG signals

Architecture proposal for a support system to upper limb telerehabilitation by capturing biomechanical signals

Classification of the Angular Position During Wrist Flexion-extension Based on EMG Signals

Decoding of Imaginary Motor Movements of Fists Applying Spatial Filtering in a BCI Simulated Application

How do factors of comfort, concentration, and eye fatigue affect the performance of a BCI system based on SSVEP?

Validation of an inertial sensor-based platform to acquire kinematic information for human joint angle estimation

Emerging Computational Methods Applied to BCI Systems for Restoring Motor Functions

Evaluation of the Hilbert-Huang Transform for myoelectric pattern classification: Towards a method to detect movement intention

Knee Joint Angle Monitoring System Based on Inertial Measurement Units for Human Gait Analysis

Wearable low-cost inertial sensor-based electrogoniometer for measuring joint range of motion

Enhancing Telerehabilitation Using Wearable Sensors and AI-Based Machine Learning Methods

Artificial Intelligence Applied to Neuromotor Rehabilitation Engineering: Advances and Challenges

Validación de una plataforma basada en sensores inerciales para adquirir información cinemática de estimación del ángulo articular humano

On the Comparison of Multilayer Perceptron and Extreme Learning Machine for Pedaling Recognition Using EEG

Identification of motor imagery tasks using power-based connectivity descriptors from EEG signals

Architecture proposal for a support system to upper limb telerehabilitation by capturing biomechanical signals

Integration of emerging motion capture technologies and videogames for human upper-limb telerehabilitation: A systematic review

A Comparison of Myoelectric Pattern Recognition Methods to Control an Upper Limb Active Exoskeleton

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