Data Analysis (imaging) PhD Projects, Programmes & Scholarships

We have 41 Data Analysis (imaging) PhD Projects, Programmes & Scholarships

Model Based Deep Learning for Low-light Computational Imaging: Application to Robust Multimodal 3D Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to design new computational algorithms at the interface of statistical modelling, optimization and deep learning to solve multimodal inverse problems for 3D imaging. Read more

Supervisor: Dr A Halimi

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Robust Computational Methods for High-Dimensional Imaging

Heriot-Watt University School of Engineering & Physical Sciences

This project aims to develop new computational algorithms to optimize the acquisition and processing of single-photon data and enable fast imaging in extreme conditions using statistical and learning based approaches. The project is funded for 3.5 years for international students and a ~£17K annual stipend. Read more

Supervisors: Dr A Halimi, Prof S McLaughlin

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Revolutionary ultrathin optical devices for imaging

Heriot-Watt University Institute of Photonics and Quantum Sciences (IPaQS)

Flat optics have revolutionized design concepts in photonics, providing a compact platform to develop unusual ultrathin optical devices with multiple functionalities. Read more

Supervisor: Dr X Chen

Year round applications PhD Research Project Funded PhD Project (European/UK Students Only)

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Quality assessment for light-field imaging

Kingston University Faculty of Engineering, Computing and the Environment

Among the recent media modalities enabling better immersive viewing experiences for the end-users, light field (LF) imaging is emerging. Read more

Supervisor: Prof M Martini

Year round applications PhD Research Project Self-Funded PhD Students Only

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Statistical multi-target tracking methods to image dynamic processes using X-ray transmission imaging

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Thomas Blumensath (ISVR), Daniel Clark (ECS), Mark Mavrogordato (Engineering). Project description. Read more

Supervisor: Dr T Blumensath

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Data Fusion of X-Ray Imaging with Magnetic Induction Tomography

The University of Manchester Department of Mathematics

Identifying materials within sealed containers is of interest to the UK’s continuing stewardship of nuclear material. Read more

Supervisors: Dr S Holman, Dr M O'Toole

Year round applications PhD Research Project Funded PhD Project (Students Worldwide)

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Data-Driven Computational Sensing and Imaging

University of Edinburgh School of Engineering

Today's state-of-the-art imaging and sensing rely as much on computation as they do on sensor hardware. Furthermore, computational sensing and imaging is increasingly exploiting data-driven and machine learning solutions to enhance performance and develop novel hardware/software co-designed sensing systems. Read more

Supervisors: Prof M Davies, Dr J Hopgood

28 February 2025 PhD Research Project Funded PhD Project (European/UK Students Only)

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Machine learning approaches to cross-modal information fusion in podiatric X-ray imaging

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team. Thomas Blumensath (ISVR), Alex Dickinson (Engineering Sciences). Project description. Three dimensional images of the foot taken under loading conditions can provide a valuable clinical tool for the assessment of bone alignment related complaints. Read more

Supervisor: Dr T Blumensath

31 August 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Full exploitation of amyloid PET-MR data for dementia research

The University of Manchester Faculty of Biology, Medicine and Health

Simultaneous PET-MR data acquisition using amyloid radiotracers has utility for future clinical studies such as the development of novel therapeutic interventions for dementia. Read more

Supervisors: Dr M Asselin, Dr J Matthews, Dr L Parkes

Year round applications PhD Research Project Self-Funded PhD Students Only

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Underwater single-photon depth imaging

Heriot-Watt University Institute of Photonics and Quantum Sciences (IPaQS)

This PhD project aims to investigate novel single-photon detector arrays for underwater single-photon depth imaging. The successful candidate will investigate different single-photon technologies to obtain three-dimensional images in several underwater environments. Read more

Supervisor: Dr A Maccarone

Year round applications PhD Research Project Funded PhD Project (European/UK Students Only)

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Controlled Synthesis of Virtual Patient Populations with Multimodal Representation Learning

The University of Manchester Department of Computer Science

This project invites PhD candidates who are interested in developing generative models that can deal with complex multimodal patient data, contributing to safer, better and faster innovations of medical products via in-silico trials. Read more

Supervisors: Dr T Mu, Prof AF Frangi

Year round applications PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Assessment of phototherapy with model organism Saccharomyces cerevisiae

University of Reading Department of Biomedical Engineering

Project Overview. . Saccharomyces cerevisiae is extensively used as model organism and is well understood from a sequencing perspective so up-regulation or down-regulation of gene expression is tractable. Read more

Supervisors: Dr S Hadjiloucas, Dr E Delivopoulos

Year round applications PhD Research Project Self-Funded PhD Students Only

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Integrative Image-Based Clustering for Robust Disease Stratification in Psychiatric Disorders

Cardiff University Cardiff School of Medicine

Hodge Centre for Translational Neuroscience. “Towards innovative treatments for mental illness”. Cardiff University Neuroscience and Mental Health Innovation Institute. Read more

Supervisor: Dr C McNabb

7 May 2024 PhD Research Project Competition Funded PhD Project (UK Students Only)

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Towards a clinical MEG system: theoretical and practical insights into the use of optically pumped magnetometers

Cardiff University Cardiff School of Physics and Astronomy

Magnetoencephalography (MEG) is a non-invasive medical imaging technique that allows characterisation of human brain electrophysiology by measuring magnetic fields generated by neural currents. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

Year round applications PhD Research Project Self-Funded PhD Students Only

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Characterisation of tissue microstructure from non-invasive MRI using Machine Learning

Cardiff University Cardiff School of Physics and Astronomy

The characterisation of biological tissue microstructure in vivo and non-invasively is of outmost interest in science. If successful, it could reveal unique insights into biological processes, including aging and cancer. Read more

Supervisors: Dr L Beltrachini, Prof K Murphy

Year round applications PhD Research Project Self-Funded PhD Students Only

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We have 41 Data Analysis (imaging) PhD Projects, Programmes & Scholarships

Data Analysis (imaging) PhD Projects, Programmes & Scholarships

We have 41 Data Analysis (imaging) PhD Projects, Programmes & Scholarships

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