This multidisciplinary PhD International Scholarships in Detection of Peripheral Artery Disease is concerned with detecting a photoplethysmography (PPG) signal collected from a sensor on the foot. The project is characterized by narrowing of the arteries that results in reduced blood flow to the limbs. It is typical in people with diabetes and raises the risk of ulcers, amputation, and mortality.
However, the mortality risk surpasses 70% within 5 years which is similar to many cancers. Costs of diabetic foot care in the UK are calculated to be ~£950m yearly (~0.9% of NHS expenditure).
Yet, 9/10 people with Peripheral Artery Disease are undetected. A simple method for earlier detection of PAD would help life-changing early treatment for many patients.
The PhD International Scholarships in Detection of Peripheral Artery Disease will use the novel Symmetric Projection Attractor Reconstruction (SPAR) method to describe the signal as a two-dimensional bounded attractor that encapsulates the morphology and variability of the signal. Attractor components will be emanated as input to machine learning and attractor images used as input to deep learning to address two fundamental questions: (i) does the patient have Peripheral Artery Disease? and (ii) if they do, what is the degree of harshness of the disease? Interpretability methods will be used to explain the characteristics of the features and the images and of the signal that are important for the predictions to give confidence in the results.
The generalisability of the model will also be examined by testing it on other datasets collected at different hospitals and with different devices.
The scholar will be involved in the full life cycle of a digital health data-driven project. They will also help with data collection at the Vascular Clinic of the East Surrey Hospital at the start of the project and they will then gain experience with signal processing and machine learning methods in analyzing the data that has been collected.
The University of Surrey is a research university based in Guildford, Surrey, England. It obtained its royal charter in 1966, along with several other institutions following recommendations in the Robbins Report.
The university was formerly known as Battersea College of Technology and was located in Battersea Park, London. Its roots go back to Battersea Polytechnic Institute, established in 1891 to provide additional and higher education in London, including its poorer inhabitants.
The University of Surrey’s research output and global partnerships have led to it being viewed as one of the UK’s leading research universities.
The university is a member of the Association of MBAs and is one of four universities in the University Global Partnership Network.
The university is also part of the SETsquared collaboration along with the University of Bath, the University of Bristol, the University of Southampton, and the University of Exeter.
Moreover, the University of Surrey’s main campus is on Stag Hill, close to the center of Guildford and adjacent to Guildford Cathedral. The university’s Sports Park is situated at the nearby Manor Park, the university’s secondary campus.
Among British universities, the university had the 14th highest average UCAS Tariff for new entrants in 2015. The University of Surrey executes extensive research on small satellites, with its Surrey Space Centre and spin-off commercial company, Surrey Satellite Technology Ltd.
Worths of the Scholarship
The University of Surrey PhD International Scholarships in Detection of Peripheral Artery Disease will award the selected UK students a full tuition fee coverage and a tax-free stipend during their study for up to 3 years. The Department will provide a few scholarships for partial and full funding for overseas fees for outstanding applicants.
Eligibility for University of Surrey PhD International Scholarships in Detection of PAD
Candidates should have a minimum of a first-class honors degree in mathematics, the physical sciences, or engineering. Preferably candidates will hold an MMath, MPhys, or MSc degree, though excellent BSc students will be assessed.
How to Apply for University of Surrey PhD International Scholarships in Detection of PAD
Interested and eligible for University of Surrey PhD International Scholarships in Detection of Peripheral Artery Disease, go to the University of Surrey on www.surrey.ac. the UK to apply.
Applications should be submitted through the Mathematics PhD Research program page on the “Apply” tab. Please plainly state the studentship title and supervisor on your application. PHD MATHEMATICS
The Application Deadline for the Scholarship is July 22, 2022
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