Projects

A Novel Instrumented Test as an Indicator of Sensorimotor Disturbances in the Lumbar Spine of Road Cyclists - Preliminary Results

2024ConferenceMeMeAScopus

This study examines lumbar spine sensorimotor responses in recreational road cyclists using the instrumented Flexion-Relaxation (iFR) test, combined with surface electromyography (sEMG) and kinematic analysis. I standardized the database to process and analyze signals, segmented the signal for pattern recognition, and time-frequency power analysis.

Community-Based and Everyday Life Gait Analysis: Approach to an Automatic Balance Assessment and Fall Risk Prediction in the Elderly

2023Open Access

Participation in a chapter of the book "Human Gait - Recent Findings and Researches" that examines the use of wearable technologies to prevent falls in older adults, applying gait analysis and classification models such as Random Forest and Support Vector Machine, achieving an accuracy of over 72%. Highlighting the potential of these technologies to improve the quality of life of this population, suggesting future advances in fall risk management.

Identifying Sensorimotor Patterns in Cyclists Through Clustering of EMG Power Spectral Density

2024WorkshopEMGClusteringSpectral Power

Accepted as a poster presentation at the 2024 Biomedical Engineering Workshop at USACH, this study explores hierarchical clustering of spectral power density from EMG signals to identify sensorimotor patterns in recreational cyclists. The method effectively detected effort-induced alterations and enabled automated segmentation of motor control patterns, contributing to improved neuromechanical assessment strategies.

A Novel Instrumented Test as an Indicator of Sensorimotor Disturbances in the Lumbar Spine of Road Cyclists - Preliminary Results

2024ConferenceMeMeANetherlands

Selected to be presented in poster format at the IEEE Medical Measurements & Applications (MeMeA) conference held in Eindhoven, Netherlands. Additionally, I had the opportunity to attend all sessions of the congress and symposium.

Toward Automated Balance Assessment and Fall-Risk Prediction for Older Adults in Uncontrolled Environments

2023CAIBChile

Research work that was selected and presented at the Annual Congress of Biomedical Engineering developed by the Universidad de Concepción

No results found / No se encontraron resultados

A Novel Instrumented Test as an Indicator of Sensorimotor Disturbances in the Lumbar Spine of Road Cyclists - Preliminary Results

Community-Based and Everyday Life Gait Analysis: Approach to an Automatic Balance Assessment and Fall Risk Prediction in the Elderly

Identifying Sensorimotor Patterns in Cyclists Through Clustering of EMG Power Spectral Density

A Novel Instrumented Test as an Indicator of Sensorimotor Disturbances in the Lumbar Spine of Road Cyclists - Preliminary Results

Toward Automated Balance Assessment and Fall-Risk Prediction for Older Adults in Uncontrolled Environments