Research output per year
Research output per year
DR
Accepting PhD Students
PhD projects
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Brain connectivity
Network theory
Matrix and tensor decomposition
Nonlinear analysis
Machine learning for physiological data
Alzheimer's disease and dementia
Epilepsy
Intensive care unit data
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
Brain connectivity
Network theory
Matrix and tensor decomposition
Nonlinear analysis
Machine learning for physiological data
Alzheimer's disease and dementia
Epilepsy
Intensive care unit data
Doctor of Philosophy (PhD), Applications of Blind Source Separation to the Magnetoencephalogram Background Activity in Alzheimer's Disease, 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 › Review article › peer-review
Research output: Contribution to journal › Article › peer-review
Research output: Contribution to conference › Poster › peer-review
Research output: Contribution to journal › Article › peer-review
Escudero, J. (Invited speaker)
Activity: Participating in or organising an event types › Participation in workshop, seminar, course
Escudero Rodriguez, J. (Invited speaker)
Activity: Academic talk or presentation types › Invited talk
Escudero, J. (Associate editor)
Activity: Publication peer-review and editorial work types › Editorial activity
Escudero, J. (Advisor)
Activity: Membership types › Membership of peer review panel or committee
Escudero, J. (Guest editor)
Activity: Publication peer-review and editorial work types › Editorial activity
Kinney-lang, E. (Recipient), Spyrou, L. (Recipient), Ebied, A. (Recipient), Chin, R. (Recipient) & Escudero, J. (Recipient), Jul 2017
Prize: Prize (including medals and awards)
Escudero Rodriguez, J. (Recipient), Oct 2019
Prize: Election to learned society
Escudero Rodriguez, J. (Recipient), Aug 2016
Prize: Election to learned society
Azami, H. (Recipient), Fernandez, A. (Recipient) & Escudero, J. (Recipient), Jun 2018
Prize: Prize (including medals and awards)
Escudero Rodriguez, J. (Recipient), 25 Jan 2019
Prize: Other distinctions
Tsaftaris, S. (Principal Investigator), Baillie, K. (Co-investigator), Beentjes, S. (Co-investigator), Crowley, E. (Co-investigator), Escudero Rodriguez, J. (Co-investigator), Guthrie, B. (Co-investigator), Harrison, E. (Co-investigator), King, R. (Co-investigator), Parsons, M. (Co-investigator) & Whiteley, W. (Co-investigator)
Engineering and Physical Sciences Research Council
1/02/24 → 31/01/29
Project: Research
Escudero Rodriguez, J. (Principal Investigator) & Lo, M. (Co-investigator)
1/03/22 → 31/08/25
Project: Research
Abdullateef, S. (Researcher), Escudero Rodriguez, J. (Co-investigator), Nenadovic, V. (Co-Investigator (External)), McLellan, A. (Collaborator) & Lo, T.-Y. M. (Principal Investigator)
1/12/20 → …
Project: Research
Escudero Rodriguez, J. (Principal Investigator)
1/09/24 → 30/04/25
Project: Research
Lo, M. (Principal Investigator) & Escudero Rodriguez, J. (Co-investigator)
1/05/24 → 30/04/25
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, 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
Azami, H. (Creator) & Escudero Rodriguez, J. (Creator), Edinburgh DataShare, 4 Mar 2017
DOI: 10.7488/ds/1982, http://datashare.is.ed.ac.uk/handle/10283/2637
Dataset
Agustin Ibanez, Sandra Baez & Javier Escudero Rodriguez
10/10/24
1 Media contribution
Press/Media: Expert Comment
27/08/24
1 Media contribution
Press/Media: Research
26/08/24
1 item of Media coverage
Press/Media: Research
Pinto da Costa, M., Allegra, A., Escudero Rodriguez, J. & Makowska, K.
13/08/19
1 Media contribution
Press/Media: Other
25/04/19
1 Media contribution
Press/Media: Expert Comment