Yves Wiaux
11 months ago
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Computational Imaging for Democratisation of MRI in Medicine Heriot-Watt University in United Kingdom
Degree Level
PhD
Field of study
Computer Science
Funding
Funded PhD Project (Students Worldwide)
Deadline
Expired
Country
United Kingdom
University
Heriot-Watt University
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About this position
This fully-funded PhD position is offered by the Biomedical and Astronomical Signal Processing (BASP) laboratory at Heriot-Watt University, Edinburgh, under the supervision of Professor Yves Wiaux. The research focuses on computational imaging for magnetic resonance imaging (MRI), specifically targeting low-resource settings where access to high-field MRI scanners is limited. The BASP laboratory is renowned for its work at the intersection of theory, algorithms, and applications in both astronomy and medicine.
The project is part of large, UK Research Council-funded initiatives aiming to develop advanced image reconstruction and analysis algorithms that leverage deep learning, optimisation, and Bayesian sampling. These algorithms are designed to deliver high-quality imaging, calibration, and uncertainty quantification, with scalability to large datasets. The PhD will concentrate on developing and validating image reconstruction algorithms for low-field MRI, which are more affordable and portable but typically produce lower-quality data. By improving image quality from these scanners, the project seeks to democratise access to MRI diagnostics, especially in low- and middle-income countries.
Research will include algorithm development at the interface of deep learning and optimisation, specialisation to low-field MRI, and validation on neuroimaging case studies using data from various low-field and experimental ultra-low-field scanners. The project benefits from collaboration with international experts in low-field MRI, including partners at Lausanne University Hospital, Leiden University Medical Center, and EPFL. Candidates should have a first class Master's degree in electrical engineering, applied mathematics, physics, computer science, or a related field. The scholarship covers tuition and stipend for 3.5 years and is open to international students.
Applications are accepted year-round, with screening beginning in December 2025. To apply, send a single PDF (motivation letter, transcript, CV, and two references) to Prof. Wiaux by email.
Funding details
Funded PhD Project (Students Worldwide)
What's required
Applicants must hold a first class Master's degree (or equivalent) in electrical engineering, applied mathematics, physics, computer science, or a related discipline. Outstanding academic record is required. International students are eligible. Application must include a motivation letter, full transcript of record, CV, and names of two references.
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Professors
Professor at School of Engineering & Physical Sciences
United Kingdom
Research Interests
Astrophysics
Astronomy
Multiwavelength Astronomy
Synthetic Aperture Radar
High-resolution Imaging
Make your next move.
Prepare your application
Review drafts and confirm requirements with the university.