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Data Science PhD Projects, Programmes & Scholarships in Guildford
We have 8 Data Science PhD Projects, Programmes & Scholarships in Guildford
We have 8 Data Science PhD Projects, Programmes & Scholarships in Guildford
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Development of the next-generation data science tools for longitudinal ageing data
For over three decades, the Health Retirement Study (HRS) and its sister studies in UK, Europe, and other countries/regions have amassed a large amount of longitudinal data on the trajectories of cognitive functioning and health status among middle-aged and older adults. Read more
AI-based usage of retinal images with brain imaging for the early diagnosis of ageing-associated neurological diseases
Are you interested in AI as well as the brain? Then this PhD studentship might be of interest. we are looking for a bright and highly motivated student to utilise modern Artificial Intelligence (AI) algorithms to analyse large amounts of biomedically relevant data to create novel computational models. Read more
Machine Learning Meets Sequential Monte Carlo Methods
This project lies on the intersection of modern machine learning techniques and sequential Monte Carlo methods. Sequential Monte Carlo (SMC) methods, e.g. Read more
Assessing the use of retinal images for the early diagnosis of ageing-associated neurological diseases
Are you interested in AI as well as the brain? Then this interdisciplinary 4-year PhD studentship might be for you. we are looking for a bright and highly motivated student to utilise modern Artificial Intelligence (AI) algorithms to analyse images of the retina. Read more
Detection of Peripheral Artery Disease from Photoplethysmography Signals Using Machine Learning
This multidisciplinary project is concerned with detecting peripheral artery disease (PAD) from a photoplethysmography (PPG) signal collected from a sensor on the foot. Read more
PhD Studentship Opportunity: A novel ventilation-pollution nexus framework for offsetting carbon by smart indoor spaces
The considerable time people spend indoors has made indoor air quality (IAQ) more important than ever before. The biggest challenge is understanding the ventilation-pollution nexus as airtight buildings preserve energy but worsen the IAQ due to limited ventilation and vice-versa. Read more
Statistical Machine Learning for Medical Imaging
This project aims to develop novel uncertainty methodologies and a software toolkit with uncertainty awareness for radiograph-based disease detection. Read more
Parallel-in-time and consistent training methods for solving hyperbolic PDEs via physics informed neural networks
In recent years, neural networks (NNs) have been applied in various fields of numerical modelling to learn solutions of mathematical models from data rather than by approximating equations and solving them by standard numerical methods. Read more
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