Research & Projects
Electrocardiogram signal processing to extract informacion for cardiovascular risk stratification
Genetic analyses and bioinformatics to understand the biology underlying cardiovascular risk factors
Epidemiology and data science to investigate the relationship between different cardiovascular risk factors
Statistics and machine learning to combine information from multiple risk factors and optimise risk stratification
STRATEGIC
GENESIS: Outcome 1
GENESIS: Outcome 2
Industry
2021 – 2022
“Genetic determinants of behavioural, physical and physiological characteristics of PWS”, Soleno Therapeutics Inc – Researcher
European Projects
2019 – 2021
GENESIS: GENetics and the Electrocardiogram for predicting Scd rISk. European Commission – Main Investigator.
2017 – 2018
PCOFUND-GA-2013-608765. Gene2TSCD: Genotype-Phenotype analysis of dynamic ECG T-wave morphology changes and their role in risk stratification of Sudden Cardiac Death. European Comission, Main Investigator
National Projects
2023
Ramón y Cajal’ Senior Research Fellowship Grant
2021
Ayuda a la recualificación atracción de talento internacional María Zambrano
2022 – 2024
STRATEGIC: ECG morphology clusters for sudden cardiac death risk stratification in coronary artery disease using genetics and human-based computational models. Ministerio de Ciencia e Innovación y cofinanciado por la Unión Europea (FEDER). Principal Investigator
2020 – 2023
Predicting hypertension mediated subclinical left ventricular hypertrophy using machine-learning techniques. British Heart Foundation Pat Merriman Clinical Research Training Fellowship. Collaborator.
2020 – 2022
Análisis de señal basado en la fisiología para el guiado del manejo y terapia de arritmias cardiacas. Comisión Interministerial de Ciencia y Tecnología. Work team member.
2018 – 2021
DEKOALE: Detection of K+ concentration alterations from the ECG. Programa de transferencia del CIBER-BBN. Work team member
2017 – 2020
The genetic architecture of heart rate and the electrocardiogram at rest and during exercise. Research team member.
2016 – 2017
Multi-scale physiology-driven computational tools to assist in the assessment and management of heart dysfunctions. Work team member.
2014 – 2016
El Sistema Nervioso Autónomo como modulador de la función cardiaca: investigación integral mediante procesado de señal y modelado computacional, Ministerio de economía y competitividad. Work team member.
2014 – 2015
INTERCARDIO: Computer-assisted interpretation of electrical signals: a step forward in understanding and treating cardiac diseases, CIBER-BBN. Work team member.
2011 – 2013
Investigación computacional de arritmias cardiacas y efecto de fármacos: de los canales iónicos al electrocardiograma de superficie, Ministerio de Ciencia e Innovación. Work team member
2010 – 2013
INDI MUSICA: Indexes obtained from computational models and multiscale-multimodal biomedical signals for the diagnosis of cardiac pathologies, CIBER-BBN. Work team member
Aragón Projects
2021 – 2023
Descifrando las arritmias ventriculares causadas por la expresión alterada de los canales SK en insuficiencia cardíaca. Diputación General de Aragón. Research team Member.
2014 – 2017
T96 Biomedical Signal Interpretation and Computational Simulation (BSICoS), Diputación General de Aragón (regional government)
2012 – 2013
T30 Grupo de Tecnologías de las Comunicaciones (GTC), Diputación General de Aragón (regional government).