Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

Machine Learning and Deep Learning for Advanced Medical Imaging and Diagnostics

Loughborough University Department of Computer Science

The goal of this Ph.D. project is to leverage machine learning and deep learning techniques to enhance medical image analysis, disease diagnostics, and prognostics. Read more

Supervisor: Prof B Li

1 October 2024 PhD Research Project Self-Funded PhD Students Only

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Few-Shot Medical Segmentation Using Deep Learning

Brunel University London Electronic and Electrical Engineering

We are seeking a highly motivated and talented candidate for a self-funded PhD position in the field of Few-Shot Medical Segmentation using Deep Learning. Read more

Supervisor: Dr A Miron

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

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Advancing Deep Learning (DL) Techniques for Medical Image Analysis

Kingston University Faculty of Engineering, Computing and the Environment

Introduction. . Lately, convolutional neural networks (CNNs) have demonstrated competitive performance in medical image analysis tasks, such as disease classification, tumor segmentation, and lesion detection [1]. Read more

Supervisor: Dr T Rahim

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

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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

This PhD project addresses the challenge of early-stage cancer detection. Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnosis, such as cancer detection. Read more

Supervisors: Dr F Langbein, Dr J Wu, Dr K Sidorov, Dr A Abdelmoty

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

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Early-Stage Cancer Detection with Lightweight and Robust Machine Learning

Cardiff University Cardiff School of Computer Science & Informatics

This PhD project addresses the challenge of early-stage cancer detection. Artificial intelligence (AI) and machine learning (ML) are transforming medical diagnosis, such as cancer detection. Read more

Supervisors: Dr F Langbein, Dr J Wu, Dr K Sidorov, Dr A Abdelmoty

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Computational methods for medical image analysis: Foundation models, Generative models and Multimodal Learning

University of Birmingham School of Computer Science

The field of medical imaging and precision medicine has seen remarkable advancements in recent years, driven by the potential of artificial intelligence (AI) technologies, such as generative models, foundation models, multi-modal learning algorithms, and large language models. Read more

Supervisor: Dr L Z Zhang

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

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AI-enhanced Quantitative MRI for Multi-Scale Multi-Modal Neuroscience

Cardiff University Cardiff School of Computer Science & Informatics

Project description. Aims. The primary aim is to pioneer state-of-the-art machine learning methods for medical imaging that can non-invasively characterise tissue structure and function. Read more

Supervisors: Dr P Slator , Dr M Palombo, Dr C McNabb , Prof M Cercignani

6 May 2024 PhD Research Project Competition Funded PhD Project (Students Worldwide)

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Generative AI for Digital Marketing

Brunel University London Computer Science

Applications are invited for the following PhD project within the Department of Computer Science. Eligibility. Read more

Supervisor: Dr YL Li

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

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PhD Studentship in Quantitative Magnetic Resonance Imaging MRI of the spine

University College London Division of Surgery & Interventional Science

A 3-year PhD Studentship is available at the UCL Division of Surgery and Interventional Science, within the Research Department of Orthopaedics and Musculoskeletal Science based at the Royal National Orthopaedic Hospital (RNOH) and in collaboration with Cleveland Clinic London (CCL). Read more

Supervisor: Dr A Di Laura

30 April 2024 PhD Research Project Funded PhD Project (UK Students Only)

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Enhanced Deep Learning via Optimisation in Computational Imaging

Heriot-Watt University School of Engineering & Physical Sciences

Context. The project will be co-supervised at Heriot-Watt University (Edinburgh, UK), and CentraleSupélec (University Paris-Saclay, France). Read more

Supervisors: Dr A Repetti, Prof JCP Pesquet

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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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

Kingston University Faculty of Engineering, Computing and the Environment

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

Supervisors: Prof S Barman, Dr F Rahman

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

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Doctor of Engineering (EngD) - Image capture and multimodal AI for interactive radiology assistance (Canon Medical and University of Edinburgh)

Heriot-Watt University School of Engineering & Physical Sciences

Research Group: CDT in Applied Photonics

The EngD is an alternative to a traditional PhD aimed at students wanting a career in industry. Students spend about 75% of their time working directly with a company in addition to receiving advanced-level training from a broad portfolio of technical and business courses. Read more

Supervisors: Prof D Reid, Prof S.A. Tsaftaris

31 May 2024 PhD Research Project Funded PhD Project (Students Worldwide)

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AI Powered Personalized Virtual Heart Modelling

University of Southampton Faculty of Engineering and Physical Sciences

Supervisory Team: Dr Lei Li, Prof. Age Chapman. Project description. In this unique PhD project, we aim to develop advanced AI models for creating cardiac digital twins, i.e., virtual heart models. Read more

Supervisor: Dr L Li

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

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Advancing Diagnostic Radiology through Artificial Intelligence and Machine Learning [SELF-FUNDED STUDENTS ONLY]

Cardiff University Cardiff School of Computer Science & Informatics

Research Group: Visual Computing

Often, the efficacy of disease treatments relies heavily on the accurate interpretation of radiological imaging by medical professionals. Read more

Supervisors: Dr HL Liu, Dr P Corcoran, Dr W Zhou

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

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We have 40 Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

We have 40 Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

Machine Learning and Deep Learning for Advanced Medical Imaging and Diagnostics

Few-Shot Medical Segmentation Using Deep Learning

Advancing Deep Learning (DL) Techniques for Medical Image Analysis

Early-Stage Cancer Detection with Lightweight and Robust Machine Learning [SELF-FUNDED STUDENTS ONLY]

Early-Stage Cancer Detection with Lightweight and Robust Machine Learning

Computational methods for medical image analysis: Foundation models, Generative models and Multimodal Learning

AI-enhanced Quantitative MRI for Multi-Scale Multi-Modal Neuroscience

Generative AI for Digital Marketing

PhD Studentship in Quantitative Magnetic Resonance Imaging MRI of the spine

Enhanced Deep Learning via Optimisation in Computational Imaging

Controlled Synthesis of Virtual Patient Populations with Multimodal Representation Learning

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

Doctor of Engineering (EngD) - Image capture and multimodal AI for interactive radiology assistance (Canon Medical and University of Edinburgh)

AI Powered Personalized Virtual Heart Modelling

Advancing Diagnostic Radiology through Artificial Intelligence and Machine Learning [SELF-FUNDED STUDENTS ONLY]

We have 40 Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

We have 40 Computer Science (medical imaging) PhD Projects, Programmes & Scholarships

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