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Data Analysis (php) PhD Projects, Programs & Scholarships

We have 24 Data Analysis (php) PhD Projects, Programs & Scholarships

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  Epidemiology and outcomes of psoriatic arthritis
  Dr G Jones, Prof G Macfarlane, Dr R Hollick
Application Deadline: 29 May 2020

Funding Type

PhD Type

Psoriatic arthritis (PsA) presents a unique clinical challenge. Characterised by inflammatory joint disease, enthesitis, skin and nail disease, it is also associated with vascular risk and increased likelihood of metabolic syndrome.
  Machine learning approaches for the clinical diagnosis of autoimmune disease
  Dr A Auer-Fowler, Dr P Green
Application Deadline: 12 April 2020

Funding Type

PhD Type

Autoimmune diseases have a range of complex symptoms and are therefore typically hard to diagnose. Current diagnostic methods are often invasive, painful, and subjective.
  A rigorous identification of all metastable polymorphs for better and safer drugs
  Dr V Kurlin, Dr A Pulido
Application Deadline: 12 April 2020

Funding Type

PhD Type

The aim is to develop new geometric methods for quantifying a similarity between crystal structures to substantially speed-up the Crystal Structure Prediction in Materials Science.
  Application and development of machine learning approaches for automated analysis of Paediatric Brain Tumours
  Dr M Gairing, Prof A Jones
Application Deadline: 12 April 2020

Funding Type

PhD Type

There is significant interest in the use of image processing techniques and machine learning to improve automation and facilitate clinical decision making.
  Rule Learning from Data – Automated Report Writing from Medical Microbiology Data
  Dr S Thomason, Dr Y Zheng
Application Deadline: 12 April 2020

Funding Type

PhD Type

The objective of this project is to research and analyse the use of deep learning technology to develop rules that can accurately generate clinical reports with the same (or better) consistency as a microbiologist and in a manner that is explainable and transparent.
  Is breast cancer more aggressive when developed by rural-dwellers compared to those living in the city?
  Prof P Murchie, Prof Z Miedzybrodzka, Prof V Speirs, Dr R Vieira
Application Deadline: 29 May 2020

Funding Type

PhD Type

BACKGROUND.
  Predicting the risk of moderate and severe exacerbations in Chronic Obstructive Pulmonary Disease (COPD) using linked electronic health records
  Dr M Nath, Dr J Haughney, Prof A Lee
Application Deadline: 29 May 2020

Funding Type

PhD Type

Chronic obstructive pulmonary disease (COPD) is a progressive lung disease requiring timely diagnosis and assessment of the severity as well as intensive treatment and health care support to prevent disease progression.
  Understanding the biomechanical changes associated with a popular walking programme to optimise care for individuals with arthritis and musculoskeletal conditions.
  Dr K Martin, Dr D Blana
Application Deadline: 29 May 2020

Funding Type

PhD Type

This is an exciting, interdisciplinary project that brings together social science, data science and engineering, and will give the student invaluable skills for a career in academia or the medical technology sector.
  What is the role of opioids in postoperative pain? Epidemiological and clinical perspectives
  Prof P Forget, Prof G Macfarlane
Application Deadline: 29 May 2020

Funding Type

PhD Type

The question seems trivial but remains largely unresolved. The present project aims to address the question using different approaches.
  Investigate a novel, unexplored link between WNT signalling and regulators of cell migration in cancer progression using CRISPR-Cas9 and advanced live cell imaging.
  Dr M Krause
Applications accepted all year round

Funding Type

PhD Type

Cancer is a devastating disease. more than one in three people in the UK will develop cancer in their lifetime. WNT signalling is a key pathway controlling morphogenesis in embryos and it has been shown that perturbations of this pathway promote cancer progression.
  Human Motion Analysis using Computer Vision and Deep Learning
  Dr D Makris
Applications accepted all year round

Funding Type

PhD Type

Analysis of human motion is implicitly or explicitly required in many areas such as healthcare, sports, video surveillance, body-based user interfaces and computer games and animation.
  Computer Graphics and 3D Visualization
  Dr Y Jiang
Application Deadline: 31 May 2020

Funding Type

PhD Type

The primary aim of the proposed research will design and develop a multidisciplinary framework to aid communication, public engagement and informed decision making in tourism through the novel application of Computer Graphics and HCI technologies.
  Precision Medicine DTP - A personalised automatic approach for assessing and modelling the brain deep tissue waste drainage related structures
  Research Group: Centre for Clinical Brain Sciences
  Dr M Valdes Hernandez, Prof J Wardlaw, Dr M Bernabeu
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. Previous experiments (Kress 2014) have suggested that brain features known as perivascular spaces play an important role in the clearance of metabolic waste from the brain tissue.
  Precision Medicine DTP - Analysing and recommending personalised care pathways for multimorbid patients with the use of artificial intelligence techniques
  Research Group: Centre for Medical Informatics
  Dr A Manataki, Dr D Wake, Dr S Cunningham
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. Multimorbidity is one of the biggest challenges that health services are facing in the UK and worldwide. Care for people living with multiple conditions accounts for over half of the costs of primary and secondary care in the UK, and the number of these patients is rising.
  Precision Medicine DTP - Developing data science approaches to improve paediatric critical care patient flows and its related health economics benefits in Scotland
  Research Group: Centre for Medical Informatics
  Dr T Lo, Dr A Manataki, Dr L Moss, Dr A Neilson
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. Paediatric critical care (PCC) is a highly valued specialist service that saves infants and children’s life. Over the past decade, the demand of PCC beds exceeds the expected population growth in the UK.
  Precision Medicine DTP - Developing Personalised Precision Medical Approaches for Paediatric Intensive Care through Data Informatics and Machine Learning on the Impact of Acute Clinical and Physiological Phenotypes on Outcome
  Dr J Escudero Rodriguez, Dr T Lo, Dr L Moss
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. Routine clinical practice generates a large amount of data that is under-used for research and quality improvement[1].
  Precision Medicine DTP - Reverse-engineering blood flow and transport in complex vascular organs: an in-silico approach to characterising pregnancy pathologies
  Dr T Krueger, Dr M Bernabeu
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. The human placenta performs diverse functions later taken on by several different organs. In particular, it mediates the exchange of vital solutes, including respiratory gases and nutrients, between the mother and the developing fetus.
  Precision Medicine DTP - Large-Scale Data-Driven Lung Cancer Diagnostics using Time-Resolved Fluorescence Spectroscopy (TRFS)
  Dr S Seth, Dr KD Dhaliwal, Dr M Khadem
Application Deadline: 6 April 2020

Funding Type

PhD Type

Background. Pulmonary nodules are common, often incidental, findings on chest CT scans. The investigation of pulmonary nodules is, however, time-consuming and often leads to protracted follow-up with ongoing radiological surveillance.
  Self-Supervised Learning and Variational Inference for adaptation in Deep Learning
  Dr G Leontidis
Application Deadline: 1 June 2020

Funding Type

PhD Type

We are looking for a highly motivated prospective PhD student to undergo a 3-year fully funded PhD project on Machine/Deep Learning foundations/theory and applications within the Department of Computing Science at the University of Aberdeen (UoA).
  Automated Big data analysis
  Dr A Starkey, Dr M N Campbell-Bannerman
Applications accepted all year round

Funding Type

PhD Type

This project will focus on the task of automating data analysis tasks, particularly for numerical data but the techniques developed could be applied to other domains such as textual data analysis.
  Autonomous learning with Artificial Intelligence
  Dr A Starkey, Dr M N Campbell-Bannerman
Applications accepted all year round

Funding Type

PhD Type

The ability to learn the sensorimotor maps of unknown environments without supervision is a vital capability of any autonomous agent, be it biological or artificial.
  Enhancing the performance, condition, safety and reliability of offshore wind energy infrastructure systems using optimal design, inspections, structural health monitoring and structural control
  Dr P Omenzetter, Dr P Dunning, Dr S S Aphale
Applications accepted all year round

Funding Type

PhD Type

Wind turbines are exposed to frequent structural damage increasing the cost of wind energy generation. To drive these costs down, this project will develop new automated methods for detection of structural damage to wind turbines by examining vibration responses measured by sensors attached to the structure.
  Marine risers: experimental damage detection, monitoring and numerical modelling using digital twins
  Dr P Omenzetter, Dr D Van der A, Prof E Pavlovskaia
Applications accepted all year round

Funding Type

PhD Type

Marine risers are critical components of any offshore oil and gas production operations linking subsea field developments with production and drilling equipment atop fixed or floating facilities.
  Drive by monitoring of bridge infrastructure using sensor fusion
  Prof S Taylor
Application Deadline: 1 May 2020

Funding Type

PhD Type

This PhD is part of a wider EPSRC funded project to ’Street Zero’ to develop near zero energy public transport and aligns to WP3 on intelligent infrastructure.
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