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David Jiménez Grande

Postdoctoral Research Fellow

University of Bimingham

Birmingham, Reino Unido

Machine Learning-based identification of key electromiographic (EMG) and kinematic features for neck pain classification across various tasks

Biomedical Engineering, UNIVERSITY OF BIRMINGHAM. Reino Unido, 2024
Biomedical Engineering, UNIVERSIDAD POLITECNICA DE MADRID. España, 2017
Industrial Electronic Engineering and Automation, UNIVERSIDAD POLITECNICA DE MADRID. España, 2016

Postdoctoral Research Fellow Full Time

UNIVERSITY OF BIRMINGHAM

College of Life and Environmental Sciences

Birmingham, Reino Unido

2024 - A la fecha
Research Associate Part Time

UNIVERSITY OF BIRMINGHAM

College of Life and Environmental Sciences

Birmingham, Chile

2022 - 2023
Research Associate Part Time

UNIVERSITY OF BIRMINGHAM

College of Life and Environmental Sciences

Birmingham, Reino Unido

2018 - 2019

Quality Assurance Engineer in R&D Department Full Time

Valid S.A.

Madrid, España

2018 - 2019

Enterprising Ideas Award Awarding institution

UNIVERSIDAD COMPLUTENSE DE MADRID

España, 2016

Project: T-Chair - An electronic chair that promotes proper posture, alerts users after prolonged sitting, and suggests stretching exercises


Explaining trunk strength variation and improvement following resistance training in people with chronic low back pain: clinical and performance-based outcomes analysis Althobaiti, Shouq; Jiménez-Grande, David; Deane, Janet A.; Falla, Deborah Article ISI SCIENTIFIC REPORTS (2025)
Load and muscle-dependent changes in triceps surae motor unit firing properties in individuals with non-insertional Achilles tendinopathy Contreras-Hernandez, Ignacio; Falla, Deborah; Arvanitidis, Michail; Negro, Francesco; Jiménez-Grande, David; Martinez-Valdes, Eduardo Article ISI JOURNAL OF PHYSIOLOGY-LONDON (2025)
Eccentric exercise-induced delayed onset trunk muscle soreness alters high-density surface EMG-torque relationships and lumbar kinematics Arvanitidis, Michail; Jiménez-Grande, David; Haouidji-Javaux, Nadege; Falla, Deborah; Martinez-Valdes, Eduardo Article ISI SCIENTIFIC REPORTS (2024)
Low Back Pain-Induced Dynamic Trunk Muscle Control Impairments Are Associated with Altered Spatial EMG-Torque Relationships Jiménez-Grande, David; Haouidji-Javaux, Nadege Article ISI MEDICINE & SCIENCE IN SPORTS & EXERCISE (2024)
A machine learning approach for the identification of kinematic biomarkers of chronic neck pain during single- and dual-task gait Atashzar, S. Farokh; Devecchi, Valter Article ISI GAIT & POSTURE (2022)
People with chronic low back pain display spatial alterations in high-density surface EMG-torque oscillations Article ISI SCIENTIFIC REPORTS (2022)
Kinematic biomarkers of chronic neck pain measured during gait: A data-driven classification approach Article ISI JOURNAL OF BIOMECHANICS (2021)
Machine learning approaches applied in spinal pain research Falla, Deborah; Devecchi, Valter; Jiménez-Grande, David; Rugamer, David; Liew, Bernard X. W. Article ISI JOURNAL OF ELECTROMYOGRAPHY AND KINESIOLOGY (2021)
Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking Article ISI PLOS ONE (2021)
Impaired shock attenuation in people with chronic neck pain during curvilinear gait Jiménez-Grande, David; Alsubaie, A; De Nunzio, AM Article WOS Core Collection ISI PHYSIOTHERAPY (2020)
Trunk coordination in people with low back pain during goal-directed repetitive sagittal trunk movements Alsubaie, AM; Jiménez-Grande, David; De Nunzio, AM Article WOS Core Colletion ISI PHYSIOTHERAPY (2020)

Eduardo Martínez

Assistant Professor

College of Life and Environmental Sciences

University of Birmingham

Birmingham, Reino Unido

David Jiménez

Postdoctoral Research Fellow

Centre of Precision Rehabilitation for Spinal Pain

University of Bimingham

Birmingham, Reino Unido

David Jiménez Grande

Líneas de Investigación

Educación

Biomedical Engineering, UNIVERSITY OF BIRMINGHAM. Reino Unido, 2024

Biomedical Engineering, UNIVERSIDAD POLITECNICA DE MADRID. España, 2017

Industrial Electronic Engineering and Automation, UNIVERSIDAD POLITECNICA DE MADRID. España, 2016

Experiencia Académica

Postdoctoral Research Fellow Full Time

Research Associate Part Time

Research Associate Part Time

Experiencia Profesional

Quality Assurance Engineer in R&D Department Full Time

Premios y Distinciones

Enterprising Ideas Award Awarding institution

Article (11)

Explaining trunk strength variation and improvement following resistance training in people with chronic low back pain: clinical and performance-based outcomes analysis

Load and muscle-dependent changes in triceps surae motor unit firing properties in individuals with non-insertional Achilles tendinopathy

Eccentric exercise-induced delayed onset trunk muscle soreness alters high-density surface EMG-torque relationships and lumbar kinematics

Low Back Pain-Induced Dynamic Trunk Muscle Control Impairments Are Associated with Altered Spatial EMG-Torque Relationships

A machine learning approach for the identification of kinematic biomarkers of chronic neck pain during single- and dual-task gait

People with chronic low back pain display spatial alterations in high-density surface EMG-torque oscillations

Kinematic biomarkers of chronic neck pain measured during gait: A data-driven classification approach

Machine learning approaches applied in spinal pain research

Muscle network topology analysis for the classification of chronic neck pain based on EMG biomarkers extracted during walking

Impaired shock attenuation in people with chronic neck pain during curvilinear gait

Trunk coordination in people with low back pain during goal-directed repetitive sagittal trunk movements

Eduardo Martínez

David Jiménez