Publications

Posterior Cortical Atrophy is a rare but significant form of dementia which affects people's visual ability before their memory. This is often misdiagnosed as an eyesight rather than brain sight problem. This paper aims to address the frequent, initial misdiagnosis of this disease as a vision problem through the use of an intelligent, cost-effective, wearable system, alongside diagnosis of the more typical Alzheimer's Disease. We propose low-level features constructed from the IMU data gathered from 35 participants, while they performed a stair climbing and descending task in a real-world simulated environment. We demonstrate that with these features the machine learning models predict dementia with 87.02% accuracy. Furthermore, we investigate how system parameters, such as number of sensors, affect the prediction accuracy. This lays the groundwork for a simple clinical test to enable detection of dementia which can be carried out in the wild.

The London 2012 Paralympic Games was called “the most successful Paralympic Games ever” (by the then-President of the IPC), and it saw more athletes from more countries than ever before compete and become global heroes for the first time in a redeveloped part of East London which also hosted “the most accessible Olympic Games ever” that summer. However, the model used to design and deliver disability inclusion for London 2012, and its legacy, has never been explicitly written up. This paper presents new primary evidence from first-hand research from those who were involved; retrospectively framing the London 2012 Disability Inclusion Model such that it might be usable and developed for other global disability challenges. We used an adapted Delphi methodology, through four rounds: beginning with an initial hypothesis and testing through semi-structured interviews with ten key players in the London 2012 disability inclusion approach. Using thematic analysis with consensus building surveys and workshops we came to a settled unanimous agreement on the 12-step London 2012 Disability Inclusion Model comprising three parts: (Get ready) community-led mission setting, (Get set) essential building blocks and (Go) enabling a culture of success. The model is presented here, alongside a narrative on its uniqueness and replicability to other major programs, as a public good. We welcome its active use, testing and adaption by others in service of disability innovation for a fairer world.

Victoria Austin, Kate Mattick, and Cathy Holloway. 2021. "“This Is the Story of Community Leadership with Political Backing. (PM1)” Critical Junctures in Paralympic Legacy: Framing the London 2012 Disability Inclusion Model for New Global Challenges" Sustainability 13, no. 16: 9253. https://doi.org/10.3390/su13169253

The literature shows that research into the aesthetic aspects of prostheses is limited. Although there are suggestions that prostheses with high levels of emotionally-driven design may improve users’ well-being, they are based only on theoretical findings. Therefore, in this thesis, the effects of emotionally-driven prostheses on users’ lives and society’s attitudes were explored, with respect to culture and more specifically, the theories of individualism/ collectivism. In order to investigate the effects of culture, the research was conducted in two countries with different cultures; the UK (individualistic) and Greece (collectivistic). The thesis began with a literature review across three core areas: user, product and environment, and revealed the importance of investigating an additional area; that of prosthetists. The research employed a qualitative approach and consisted of four studies. Study I was an online questionnaire to explore users’ preferences towards prostheses, with respect to their culture. Study II consisted of semi-structured interviews and informational probes to comprehend the role of prostheses on users’ lives, with respect to prosthetic appearance. In Study III, the aim was to investigate prosthetists’ attitudes towards the needs of prosthetic users by conducting semi-structured interviews. Finally, Study IV was an online questionnaire to explore non-users’ attitudes towards the design of prostheses. The research showed that the use of prostheses for the completion of users’ body was not an adequate factor to improve their well-being, and a shift on users’ desires towards emotionally-driven prostheses has occurred. From the variables that were tested, sex, age, cause and area of limb-loss may affect people’s attitudes towards the design of prostheses. Furthermore, the results showed that prostheses with high emotionally-driven design evoked emotions, in both users and non-users, with higher levels of pleasantness and arousal than the emotions that were elicited by the prostheses of lower emotionally-driven designs and thus, they may trigger a greater behavioural reaction. This suggested that emotionally-driven prostheses may eliminate users’ stigmatisation by increasing their self-confidence and altering society’s attitudes. However, attention needs to be paid in collectivistic countries, as emotionally-driven prostheses may enhance users’ stigmatisation.

Vlachaki, Anna (2020): Emotionally-driven prostheses: exploring the effects on users’ lives and societies’ attitudes in the UK and Greece. Loughborough University. Thesis. https://doi.org/10.26174/thesi...;

Additive Manufacturing (AM) often known by the term three-dimensional printing (3DP) has been acknowledged as a potential manufacturing revolution. AM has many advantages over conventional manufacturing techniques; AM techniques manufacture through the addition of material - rather than traditional machining or moulding methods. AM negates the need for tooling, enabling cost-effective low-volume production in high-wage economies and the design & production of geometries that cannot be made by other means. In addition, the removal of tooling and the potential to grow components and products layer-by-layer means that we can produce more from less in terms of more efficient use of raw materials and energy or by making multifunctional components and products. The proposed Centre for Doctoral Training (CDT) in Additive Manufacturing and 3D Printing has the vision of training the next generation of leaders, scientists and engineers in this diverse and multi-disciplinary field. As AM is so new current training programmes are not aligned with the potential for manufacturing and generally concentrate on the teaching of Rapid Prototyping principles, and whilst this can be useful background knowledge, the skills and requirements of using this concept for manufacturing are very different. This CDT will be training cohorts of students in all of the basic aspects of AM, from design and materials through to processes and the implementation of these systems for manufacturing high value goods and services. The CDT will also offer specialist training on aspects at the forefront of AM research, for example metallic, medical and multi-functional AM considerations. This means that the cohorts graduating from the CDT will have the background knowledge to proliferate throughout industry and the specialist knowledge to become leaders in their fields, broadening out the reach and appeal of AM as a manufacturing technology and embedding this disruptive technology in company thinking. In order to give the cohorts the best view of AM, these students will be taken on study tours in Europe and the USA, the two main research powerhouses of AM, to learn from their international colleagues and see businesses that use AM on a daily basis. One of the aims of the CDT in AM is to educate and attract students from complementary basic science, whether this be chemistry, physics or biology. This is because AM is a fast moving area. The benefits of having a CDT in AM and coupling with students who have a more fundamental science base are essential to ensure innovation & timeliness to maintain the UK's leading position. AM is a disruptive technology to a number of industrial sectors, yet the CDTs industrial supporters, who represent a breadth of industrial end-users, welcome this disruption as the potential business benefits are significant. Growing on this industry foresight, the CDT will work in key markets with our supporters to ensure that AM is positioned to provide a real and lasting contribution & impact to UK manufacturing and provide economic stability and growth. This contribution will provide societal benefits to UK citizens through the generation of wealth and employment from high value manufacturing activities in the UK.

Kelly, Sarah (2020): Design rules for additively-manufactured wrist splints. Loughborough University. Thesis. https://doi.org/10.26174/thesi...;

Amongst lower-limb prosthesis wearers, thermal discomfort is a common problem with an estimated prevalence of more than 50%. Overheating does not just create discomfort to the user, but it has been linked to excessive sweating, skin damage caused by a moist environment and friction. Due to impermeable prosthetic components and a warm moist environment, minor skin damage can result in skin infections that can lead to prosthesis cessation, increased social anxiety, isolation and depression. Despite the seriousness of thermal discomfort, few studies explore the issue, with research predominantly constrained to controlled laboratory scenarios, with only one out of laboratory study. In this thesis, studies investigate how thermal discomfort arises and what are the consequences of thermal discomfort for lower-limb prosthesis wearers. Research studies are designed around the principles of presenting lived experiences of the phenomenon and conducting research in the context of participants' real-life activities. A design exploration chapter investigates modifying liner materials and design to create a passive solution to thermal discomfort. However, this approach was found to be ineffective and unfeasible. Study 1 presents a qualitative study which investigates the user experience of a prosthesis, thermal discomfort and related consequences. Study 2 explores limb temperature of male amputees inside and outside the laboratory, with the latter also collecting perceived thermal comfort (PTC) data. Finally, Study 3 investigates thermal discomfort in the real-world and tracks limb temperature, ambient conditions, activities, and experience sampling of PTC. While there were no apparent relationships presented in sensor data, qualitative data revealed that in situations where prosthesis wearers perceived a lack of control, thermal discomfort seemed to be worse. When combined, the studies create two knowledge contributions. Firstly, the research provides a methodological contribution showing how to conduct mixed-methods research to obtain rich insights into complex prosthesis phenomena. Secondly, the research highlights the need to appreciate psychological and contextual factors when researching prosthesis wearer thermal comfort. The research contributions are also converted into an implication for prosthesis design. The concept of 'regaining control' to psychologically mitigate thermal discomfort could be incorporated into technologies by using 'on-demand' thermal discomfort relief, rather than 'always-on' solutions, as have been created in the past.

Williams, Rhys James. “Exploring Thermal Discomfort Amongst Lower-Limb Prosthesis Wearers.” ProQuest Dissertations Publishing, 2020. Print.

Facial prostheses are artificial devices that replace a missing body part in the facial and neck regions of the body. Defects or deformities in these regions can lead to functional deficiencies; social and psychological effects in addition to cosmetic defects. Restoration or rehabilitation in resource limited countries is usually provided by charities and organisations volunteering assistance overseas, with some training of local staff in the fabrication of these prostheses. Furthermore, these countries typically lack technical knowhow and trained personnel. In industrialised nations maxillofacial prosthetics has developed into a sophisticated medical speciality requiring highly skilled staff and expensive facilities. In resource limited countries surgical procedures may be an option for rehabilitation of these deformities/defects however, they tend to be unavailable or unaffordable and donated prostheses are not suitable. Hence, this research explores, from first principles, the appropriate and affordable local provision of maxillofacial prostheses in resource constrained regions. The investigation provides knowledge on identifying requirements for resource limited areas, resulting in the creation of a guideline constituting priorities, requirements and specifications. It further explores the viability of potentially cheaper, locally available candidate materials via weathering and antimicrobial methods in ascertaining material longevity.

Tetteh, Sophia (2019): Materials for facial prostheses in resource-limited countries. Loughborough University. Thesis. https://doi.org/10.26174/thesi...;