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Research Projects

 

Title   

Assistant Professor
 

Contact   

WMG
University of Warwick
Coventry
CV4 7AL
Tel: 024 7615 1604
Email: M.T.Elliott@warwick.ac.uk
WebLink: Institute of Digital Healthcare

Research Interests

- Monitoring, measuring and modelling of human movement
- Objective measures of human behaviour and behaviour change
- Incentivising physical activity using smartphone and wearable technologies.
- Technology and data driven research into osteoarthritis

Biography

Mark is Assistant Professor of Healthcare Technology and Behaviour Change at the Institute of Digital Healthcare, WMG.

Mark's core research focuses on human movement analytics. His research uses signal processing and data science approaches to monitor, measure and model movement in a range of different contexts. A key focus of his current research is in the area of osteoarthritis, using measures of movement and activity to provide personalised planning of joint replacement positioning and post-surgical monitoring of recovery.

His work further extends into the broader area of using wearable and on-the-body sensing devices to make objective measures of human behaviour and behaviour change. Recently, this research has focussed on the use of financial incentives to drive physical activity behaviour change.

Much of Mark's research is highly applied and involves collaborating with commercial and NHS partners. He is currently Data Analytics Theme Lead for the EPSRC funded OATech+ Network and on the steering committee for the EPSRC funded VSimulators facilities at Bath and Exeter Universities.

Prior to his current position, Mark was a Research Fellow in the Sensory Motor Neuroscience (SyMoN) lab at the University of Birmingham. He completed his PhD at Aston University, developing intelligent systems to discriminate between different walking patterns. Before completing his PhD, Mark qualified with an MEng in Electronic Systems Engineering (Aston University) and worked for 3 years as a Design Engineer in the telecommunications industry.

Research Projects

View Current Projects        View All Projects

Publications

Journals
  • Derlyatka, Anton, Fomenko, Oleg, Eck, Felicia, Khmelev, Egor, Elliott, Mark T., 2019. Bright spots, physical activity investments that work : sweatcoin : a steps generated virtual currency for sustained physical activity behaviour change. British Journal of Sports Medicine, View
  • McCaig, Duncan, Elliott, Mark T., Siew, Cynthia S.Q., Walasek, Lukasz, Meyer, Caroline, 2019. Profiling commenters on mental health-related online forums : a methodological example focusing on eating disorder-related commenters. Journal of Medical Internet Research, 6 (4), View
  • Elliott, Mark T., Eck, Felicia, Khmelev, Egor, Derlyatka, Anton, Fomenko, Oleg, 2019. Physical activity behaviour change driven from engagement with an incentive-based app : evaluating the impact of Sweatcoin. JMIR mHealth and uHealth, 7 (7), View
  • McCaig, Duncan, Bhatia, Sudeep, Elliott, Mark T., Walasek, Lukasz, Meyer, Caroline, 2018. Text-mining as a methodology to assess eating disorder-relevant factors : comparing mentions of fitness tracking technology across online communities. International Journal of Eating Disorders, 51 (7), pp. 647-655, View
Books and Chapters
  • Elliott, Mark T., Ward, Dominic, Stables, Ryan, Fraser, Dagmar, Jacoby, Nori, Wing, Alan M., 2018. Analysing multi-person timing in music and movement : event based methods. In: Vatakis, Argiro; Balci, Fuat; Di Luca, Massimiliano; Correa, àngel; (ed.), Timing and Time Perception : Procedures, Measures, and Applications: , Brill, pp. 177-215, View
Conferences
  • Perello-March, Jaume, Burns, Christopher, Elliott, Mark T., Birrell, Stewart A., 2019. Integrating trust in automation into driver state monitoring systems. 1st International Conference on Human Interaction and Emerging Technologies (IHIET 2019), Nice, France, 22-24 Aug 2019, Published in Proceedings of the 1st International Conference on Human Interaction and Emerging Technologies, View
  • Palit, Arnab, King, Richard, Gu, Yolanda, Pierrepont, James, Hart, Zoe, Elliott, Mark T., Williams, Mark A., 2019. Prediction and visualisation of bony impingement for subject specific total hip arthroplasty. 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2019), Berlin, Germany, 23-27 Jul 2019, View

View All Publications

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