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We have 99 algorithm PhD Projects, Programmes & Scholarships for Self-funded Students

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algorithm PhD Projects, Programmes & Scholarships for Self-funded Students

We have 99 algorithm PhD Projects, Programmes & Scholarships for Self-funded Students

Using Generative AI to Draw Diagrams

Designing algorithms for human-readable, effective diagrams is difficult. The algorithm must be able to handle a broad range of datasets, some of which will not readily lend themselves to visualisation. Read more

NIHR Leeds BRC: Improving understanding of the use and interpretation of risk prediction tools

There are many risk prediction tools developed but only a fraction make it to routine clinical use. The reasons are multiple, for example some are geographically specific, many remain unvalidated, some lack clinical utility. . Read more

CDT-QTE: Efficient end-to-end quantum machine learning strategies for imaging

Supervisory Team: Prof Thomas Blumensath. Project description: This project is part of the EPSRC Centre for Doctoral Training in Quantum Technology Engineering at the University of Southampton. Read more

Exploration of deep learning based generative adversarial networks (GANs) to mitigate bias in the evaluation of medical images among diverse population and disease sub-groups

Medical image analysis using Deep Learning models involves training on progressively larger datasets. Homogeneity of data within the training set, particularly in its representation of diverse population sub-groups and various disease stages, substantially influences model effectiveness. Read more

Updating the background characteristics and risk factors associated with Sudden Infant Death Syndrome (SIDS) to inform risk-reduction messages and help target vulnerable families

Our team has been instrumental in reducing the number of cot deaths (SIDS or Sudden Infant Death Syndrome) in England & Wales by 90% over the last three decades.[1] The remaining 2-300 unexpected infant deaths per year show a marked inequality, largely coming from socio-economically deprived communities. Read more

Computational Acoustics: Predicting, Simulating and/or Auralising how the world sounds

  Research Group: Acoustics Research Centre
Information on this PhD research area can be found further down this page under the details about the Widening Participation Scholarship given immediately below. Read more

Neurosymbolic Goal and Plan Recognition

These projects are open to students worldwide, but have no funding attached. Therefore, the successful applicant will be expected to fund tuition fees at the relevant level (home or international) and any applicable additional research costs. Read more

Real-Time Brain Injury Prediction and Protection Framework for Intelligent Vehicles

The advancement of intelligent vehicles (IVs) has significantly improved their collision avoidance capabilities under normal driving conditions, yet the complete prevention of accidents remains elusive. Read more

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