We have 162 deep learning PhD Projects, Programmes & Scholarships

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deep learning PhD Projects, Programmes & Scholarships

We have 162 deep learning PhD Projects, Programmes & Scholarships

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Medical Image Analysis with Large Language Model and Deep Learning

Durham University
Department of Computer Science
About the Project. This PhD project aims at how large language models can enhance deep learning for medical image analysis. The research will develop methods that combine imaging data with clinical text, radiology reports, and diagnostic guidelines to improve disease detection, segmentation, and prognosis. Read more
 Supervisor: Prof H Shum
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Biometric recognition systems with artificial intelligence techniques

University of Southampton
Faculty of Engineering and Physical Sciences
Supervisory Team - Dr. Sasan Mahmoodi. About the project. Machine learning as well as deep learning techniques are employed in this project to design novel biometric recognition systems. Read more
 Supervisor: Dr S Mahmoodi
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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European Research Council part-funded PhD Studentship: “Deep Learning-Based Synthetic Histology for Microstructural MRI Biomarkers of the Liver”

King’s College London
Faculty of Life Sciences & Medicine
For full project details and how to apply visit institution website. We are looking for a highly motivated PhD student to join Dr Andrada Ianus at the School of Biomedical Engineering & Imaging Sciences (first supervisor) and Dr Cheng Zhang at The Roger Williams Institute of Liver Studies (second supervisor). Read more
 Supervisors: Dr AI Ianus, Dr CZ Zhang
 6 September 2026  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Deep Learning Based Machine Vision/Robotics for Space-Informed Applications

Durham University
Department of Computer Science
This project focuses on deep learning based machine vision and/or robotics methods to facilitate space-related applications. There is a wide range of projects within this scope. Read more
 Supervisor: Prof H Shum
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Sensorimotor integration in neuromorphic systems

The University of Manchester
Department of Computer Science
  Research Group: Neuromorphic Systems
Humans navigate complex, dynamic environments every day throughout their lifespans. They recognise objects and other humans and can interact with the environment in a seemingly natural and trivial way. Read more
 Supervisors: Dr G Detorakis, Prof A van Schaik
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Query Performance Prediction in Context of Conversational Search

Edinburgh Napier University
School of Computing, Engineering & the Built Environment
Query performance prediction (QPP) is a crucial task in information retrieval (IR) that estimates the effectiveness of a search system for a given query without requiring human relevance judgments. Read more
 Supervisors: Dr MU Ullah , Dr D Gkatzia
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Multimodal Deep Learning based AI for UAV (Drones) Detection and Tracking

Durham University
Department of Computer Science
This PhD focuses on advanced deep-learning based Artificial Intelligence designs and development for Unmanned Aerial Vehicles (drones or swarms) detection and tracking using multimodal sensing, spatiotemporal analysis, and vision–language models. Read more
 Supervisor: Prof H Shum
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Spatial AI: Understanding the world, art and humanities through Computer Vision, Image Processing & Deep Learning

Durham University
Department of Computer Science
  Research Group: Neural Artifact Lab
Understanding the world around us is a fundamental challenge for social and industrial impact. This PhD project fits within the scope of spatial reasoning, solving AI problems from theoretical to real-world applications from a vision/image perspective. Read more
 Supervisor: Dr S James
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Efficient Neuromorphic Vision and Perception for Long-Term Robotic Autonomy

Durham University
Department of Computer Science
Autonomous robots are increasingly deployed in industries such as precision agriculture, environmental monitoring, and logistics. Read more
 Supervisor: Dr A Atapour-Abarghouei
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Explainable Multi-Modal Deep Learning for Precision Non-Small Lung Cancer Treatment

Imperial College London
Department of Surgery and Cancer
A full-time PhD studentship is available within the Department of Surgery and Cancer at Imperial College London. This is an exciting interdisciplinary opportunity to develop and apply cutting-edge machine learning techniques to address a key challenge in personalised lung cancer treatment. Read more
 Supervisor: Dr M Chen
 Year round applications  PhD Research Project  Awaiting Funding Decision/Possible External Funding
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PhD in Medical AI: Multimodal Learning, Generative AI, Foundation Models, Digital Twins, VLMs and LLMs

University of Birmingham
School of Computer Science
Do you want to shape the future of healthcare with cutting-edge AI? Join us to develop the next generation of trustworthy and clinically deployable Medical AI. Read more
 Supervisor: Dr Q Meng
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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Early Detection of Distributed File-less Malware Using Vision Transformers (VC2644)

University of the West of Scotland
Computing, Engineering & Physical Sciences
University of the West of Scotland (UWS) is seeking to attract a PhD candidate of outstanding ability and commitment to join its vibrant and growing programme of internationally excellent research at its London Campus.  . Read more
 Supervisors: Dr S Lee, Dr D Javaheri, Dr M Thankappan, Dr M Hassanu
 11 September 2026  PhD Research Project  Funded PhD Project (UK Students Only)
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GEMS: Toward Distribution-Robust Medical Imaging Models in the Wild

Monash University Malaysia
Engineering and Information Technology
While deep learning has shown remarkable performance in medical imaging benchmarks, translating these results to real-world clinical deployment remains challenging. Read more
 Supervisor: Dr LCH Lim
 Year round applications  PhD Research Project  Competition Funded PhD Project (European/UK Students Only)
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Artificial Intelligence–Derived Retinal, ECG and Echocardiographic Biomarkers for Early Detection and Risk Prediction of Heart Failure in Hypertension and Diabetes Clinics

University of Liverpool
Institute of Life Course and Medical Sciences
This project develops and validates AI-derived retinal, ECG, echocardiographic, and serum biomarkers to enable early detection and risk prediction of heart failure in patients with hypertension and diabetes. Read more
 Supervisors: Dr R Sankaranarayanan, Prof GYH Lip, Dr U Alam, Dr Y Zheng
 Year round applications  PhD Research Project  Self-Funded PhD Students Only
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Leveraging expert knowledge for medical image segmentation

Czech Technical University
Faculty of Electrical Engineering
  Research Group: Biomedical Imaging Algorithms group, Department of Cybernetics
Despite recent advances, deep learning methods for medical image segmentation can be hampered by limited availability of expertly labeled data. Read more
 Supervisor: Prof J Kybic
 Year round applications  PhD Research Project  Competition Funded PhD Project (Students Worldwide)
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