Javier Escudero Rodriguez

DR

Accepting PhD Students

PhD projects

If you are interested in doing a PhD in my research lines (tensor factorisation, network analysis, biomedical signal processing...), send me an email to discuss potential options.

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Personal profile

Research Interests

Brain connectivity
Network theory
Matrix and tensor decomposition
Data fusion
Nonlinear analysis
Machine learning for physiological data
Alzheimer's disease and dementia
Epilepsy

My research in a nutshell

My research group creates and applies data science techniques to extract information from biomedical signals and clinical time series.

Our main aim is to reveal the subtle changes that major diseases (e.g., Alzheimer's and epilepsy) cause in the brain activity.

In collaboration with researchers at Edinburgh, across the UK and overseas, we are currently working in the processing and analysis of biomedical signals, particularly human brain activity. By developing and applying signal processing methods, we aim at increasing our understanding of how several brain conditions progress. Of particular interest is the evaluation of brain functional connectivity in both neurodevelopmental and neurodegenerative diseases to understand how they affect the way in which different brain regions interact with each other. We are also interested in the interplay between structure and function in the brain and in the application of pattern recognition techniques to highly-dimensional clinical datasets to support decision making.

If you want to know more, check out my "Research in a nutshell" video: Biosignal processing

Current Research Interests

Brain connectivity
Network theory
Matrix and tensor decomposition
Data fusion
Nonlinear analysis
Machine learning for physiological data
Alzheimer's disease and dementia
Epilepsy
 

Websites

Education/Academic qualification

Doctor of Philosophy (PhD), Universidad de Valladolid

Award Date: 1 Jan 2010

Master of Engineering, Universidad de Valladolid

Award Date: 1 Jan 2005

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