Research output per year
Research output per year
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.
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 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
Doctor of Philosophy (PhD), Universidad de Valladolid
Award Date: 1 Jan 2010
Master of Engineering, Universidad de Valladolid
Award Date: 1 Jan 2005
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed) › peer-review
Javier Escudero Rodriguez (Guest editor)
Activity: Publication peer-review and editorial work types › Editorial activity
Javier Escudero Rodriguez (Editorial board member)
Activity: Publication peer-review and editorial work types › Editorial activity
Javier Escudero Rodriguez (Keynote speaker), Loukianos Spyrou (Contributor) & Mario Alfredo Parra (Contributor)
Activity: Academic talk or presentation types › Invited talk
Javier Escudero Rodriguez (Member)
Activity: Membership types › Membership of public/government advisory/policy group or panel
Javier Escudero Rodriguez (Editorial board member)
Activity: Publication peer-review and editorial work types › Editorial activity
Eli Kinney-lang (Recipient), Loukianos Spyrou (Recipient), Ahmed Ebied (Recipient), Chin, Richard (Recipient) & Escudero Rodriguez, Javier (Recipient), Jul 2017
Prize: Prize (including medals and awards)
Escudero Rodriguez, Javier (Recipient), Oct 2019
Prize: Election to learned society
Escudero Rodriguez, Javier (Recipient), Aug 2016
Prize: Election to learned society
Hamed Azami (Recipient), Alberto Fernandez (Recipient) & Escudero Rodriguez, Javier (Recipient), Jun 2018
Prize: Prize (including medals and awards)
Escudero Rodriguez, Javier (Recipient), 25 Jan 2019
Prize: Other distinctions
6/01/20 → 30/09/21
Project: Research
2/03/20 → 1/03/21
Project: Research
Escudero Rodriguez, J. (Creator) & Spyrou, L. (Creator), Edinburgh DataShare, 29 Jun 2018
DOI: 10.7488/ds/2369, https://datashare.is.ed.ac.uk/handle/10283/3110
Dataset
Azami, H. (Creator) & Escudero Rodriguez, J. (Creator), Edinburgh DataShare, 20 Jul 2016
DOI: 10.7488/ds/1432
Dataset
Azami, H. (Creator) & Escudero Rodriguez, J. (Creator), Edinburgh DataShare, 7 Oct 2016
DOI: 10.7488/ds/1477
Dataset
Azami, H. (Creator) & Escudero Rodriguez, J. (Creator), Edinburgh DataShare, 26 Jul 2015
DOI: 10.7488/ds/273
Dataset
Smith, K. (Creator) & Escudero Rodriguez, J. (Creator), Edinburgh DataShare, 7 Nov 2016
DOI: 10.7488/ds/1520
Dataset
Mariana Pinto da Costa, Alessandro Allegra, Javier Escudero Rodriguez & Katarzyna Makowska
13/08/19
1 Media contribution
Press/Media: Other
25/04/19
1 Media contribution
Press/Media: Expert Comment
27/09/18
1 Media contribution
Press/Media: Expert Comment
7/08/18
1 item of Media coverage
Press/Media: Research