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Identifying physiological parameters for AI-enabled biophysical modelling of skeletal muscle to better understand physical fatigue


   Musculoskeletal Science and Sports Medicine

This project is no longer listed on FindAPhD.com and may not be available.

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  Dr E Hodson-Tole  No more applications being accepted  Funded PhD Project (Students Worldwide)

Manchester United Kingdom Biophysics Electrical Engineering Computer Science Mathematics Physiology

About the Project

Fatigue is often referred to as an overwhelming sense of exhaustion or tiredness and lack of energy. It is a complex phenomenon, classified in terms of duration and effects (cognitive/physical). It is a common and debilitating, non-specific symptom of many neurological, musculoskeletal and cardiovascular conditions, and suffered by cancer and stroke survivors, and those recovering from viral infections. It also increases with ageing and frailty.

Despite the large number of health conditions accompanied with fatigue, there are currently no official treatment recommendations, except self-managed lifestyle changes. This makes it an important problem for which new treatment approaches will have significant health benefits. It has recently been suggested that interactions between status and functioning of several physiological systems underpin chronic fatigue. This and the lack of treatment options reflects the complex and multi-factorial nature of fatigue, highlighting it as a problem requiring multiscale and multimodal research approaches to solve.

Our overarching aim is to: Elucidate physiological mechanisms underlying physical fatigue using AI-enabled, physiology-informed biophysical modelling. 

Drawing on our expertise, the proposed research focuses on physical fatigue and potential issues within the neuro-motor system by developing biophysically detailed computational and mathematical models for each subcellular component of the skeletal muscle system.  

This is part of a wider Masters by Research recruitment drive where the best four or five candidates across all projects will be appointed. Find out more about the Musculoskeletal Science and Sports Medicine Research Centre and see what other opportunities are available.


Funding Notes

This opportunity is one of six Masters by Research projects being advertised by the Musculoskeletal Science and Sports Medicine Research Centre. Funding is available for the four or five strongest applicants across the six projects which includes the equivalent of Home fees (one year, full-time Masters by Research) plus additional project costs, and does not include any stipends or the writing up fee.
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