Dr Tasos Papastylianou
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Email
tasos.papastylianou@essex.ac.uk -
Location
Colchester Campus
Profile
Biography
I am a Senior Research Officer at the Brain-Computer Interfaces and Neural Engineering (BCI-NE) lab at the University of Essex, working on a US-UK Bilateral Academic Research Initiative (BARI) project led by Prof. Riccardo Poli, looking at human-AI collaborative decision-making. Prior to this, I worked on Machine Learning and Biomedical Signal Processing for the Nevermind Project (http://nevermindproject.eu/), involving intelligent tools and systems enabling depression self management in patients with secondary depression, led locally by Dr Luca Citi. I was awarded my DPhil in November 2017, in the area of Biomedical Engineering, and specifically Medical Image Analysis, via the CDT in Healthcare Innovation at the University of Oxford. I was a co-founder of Sentimoto Ltd; a qualified physician with NHS experience; keen computer scientist; avid squash player; and a concert pianist (Young Musician of the Year 1999 - Cyprus).
Publications
Journal articles (1)
Christinaki, E., Papastylianou, T., Carletto, S., Gonzalez-Martinez, S., Ostacoli, L., Ottaviano, M., Poli, R. and Citi, L., (2020). Well-being Forecasting using a Parametric Transfer-Learning method based on the Fisher Divergence and Hamiltonian Monte Carlo. EAI Endorsed Transactions on Bioengineering and Bioinformatics. 1 (1), 166661-166661
Conferences (6)
Christinaki, E., Papastylianou, T., Poli, R. and Citi, L., (2019). Parametric Transfer Learning based on the Fisher Divergence for Well-being Prediction
Papastylianou, T., Dall’ Armellina, E. and Grau, V., (2016). Orientation-Sensitive Overlap Measures for the Validation of Medical Image Segmentations
Papastylianou, T., Kelly, C., Villard, B., Dall’ Armellina, E. and Grau, V., (2015). Fuzzy Segmentation of the Left Ventricle in Cardiac MRI Using Physiological Constraints
Zhu, T., Behar, J., Papastylianou, T. and Clifford, GD., (2014). CrowdLabel: A crowdsourcing platform for electrophysiology
Zhu, T., Osipov, M., Papastylianou, T., Oster, J., Clifton, DA. and Clifford, GD., (2014). An intelligent cardiac health monitoring and review system
Papastylianou, T., Behar, J., Guazzi, A., Jorge, J., Laranjeira, S., Maraci, MA., Clifford, GD., Hope, RA. and Thomson, P., (2014). Smart handpumps: Technical aspects of a one-year field trial in Rural Kenya