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AI & Machine Learning (php) PhD Projects, Programs & Scholarships

We have 12 AI & Machine Learning (php) PhD Projects, Programs & Scholarships

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  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: 8 January 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: 8 January 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 - Data Science approaches to investigating the vascular footprint of Alzheimer’s disease for early disease detection
  Dr M Bernabeu, Dr T MacGillivray, Prof C Ritchie, Prof B Dhillon
Application Deadline: 8 January 2020

Funding Type

PhD Type

Background. Changes in the brain that lead to Alzheimer’s disease (AD) are thought to start decades before cognitive symptoms emerge.
  Precision Medicine DTP - Data-Driven Decision Making for Paediatric Triage in Acute Care
  Dr A Shah, Prof S Cunningham
Application Deadline: 8 January 2020

Funding Type

PhD Type

Background. Respiratory diseases affect hundreds of millions of people in both the economically developing and developed world causing morbidity and mortality [1].
  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: 8 January 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 – A novel data integration method for cellular social networks within self-organising multicellular systems
  Research Group: Institute of Stem Cell Research
  Dr G Blin, Dr L Schumacher, Dr A Tsanas
Application Deadline: 8 January 2020

Funding Type

PhD Type

Background. The quantification and interrogation of how the cells organise and interact with their environment is fundamental for advancing developmental biology, cancer research, pharmaceutics and medical diagnostics.
  Precision Medicine DTP - Accurate methods for rare variant calling in low-coverage cancer exome sequencing data
  Research Group: Institute of Quantitative Biology, Biochemistry and Biotechnology
  Dr G Stracquadanio, Dr G Sanguinetti
Application Deadline: 8 January 2020

Funding Type

PhD Type

Background. High-throughput sequencing technologies enabled the characterization of the genomic landscape of many tumours (1,2).
  Precision Medicine DTP - Determining clinically significant early stage lung cancers from image analysis
  Dr W.H. Nailon
Application Deadline: 8 January 2020

Funding Type

PhD Type

Additional Supervisors. Dr Iain Philipps, Dr Duncan Mclaren & Dr Stephen Harrow. Background. Stereotactic Ablative Body Radiotherapy (SABR) is an image guided radiotherapy technique, used to deliver a curative treatment for early stage lung cancer.
  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: 8 January 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].
  Modelling the agriculture-deforestation interface in the Brazilian Amazon and Cerrado biomes
  Dr P Alexander
Application Deadline: 9 January 2020

Funding Type

PhD Type

Summary. Mathematical modelling will be used to understand the dynamics of land use change and agricultural intensification and deforestation related to beef cattle and soybean production in Brazil.
  Precision Medicine DTP - Detection of novel prognostic macrophage-associated genes in cancer
  Dr D Oyarzun, Dr B Qian
Application Deadline: 8 January 2020

Funding Type

PhD Type

Background. The grand goal of precision medicine is to deliver the right treatment to the right person at the right time. Thanks to tremendous progress in omics technologies we can now access ever more detailed maps of the molecular make-up of patients.
  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: 8 January 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.
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