List of projects in collaboration with Data Science Unit Ongoing projects Bac2Bac PI: Kevin DhaliwalLead Institute: Institute for Regeneration and RepairDuration: 1 September 2024 - 31 March 2027Using artificial intelligence (AI) to characterize the dynamic inter-relationships between polypharmacy and multiple long-term conditions across diverse UK populations and inform health care pathways (NIHR AiM)Project websitePI: Sohan SethLead Institute: School of InformaticsDuration: 1 September 2022 - 25 February 2025Advanced Care Research Center (ACRC)Project websitePI: Bruce GuthrieLead Institute: Usher Institute (CMVM)Duration: 1 April 2020 - 31 March 2027Artificial Intelligence and Multimorbidity: Clustering in Individuals, Space and Clinical Context (AIM-CISC) Project websitePI: Bruce GuthrieLead Institute: Usher Institute (CMVM)Duration: August 2021 - August 2024Completed projectsTrustworthy LLMs (TruLLM) PI: Vaishak BelleLead Institute: School of InformaticsDuration: 1 January 2024 - 31 December 2024Causally Learned Representation for Science, Art and Sustainability (CLeaR-SAS) PI: Sohan SethLead Institute: Generative AI LaboratoryDuration: 1 May 2024 - 31 August 2024Seasonality and Nutrition (SEASNUT): Modelling childhood wastingProject websitePI: Gary WatmoughLead Institute: School of GeosciencesDuration: 1 April 2024 - 30 September 2024Child Poverty Access to Services Extension (CPAS2+)The aim is to use 100m resolution Sentinel-2 land cover data for complete analysis using the CPAS2 framework for as many countries in Africa as possible; findings will be distributed and shared across UNICEF Country Offices to inform decision-making, strategy, and policy decisions. PI: Gary WatmoughLead Institute: School of GeosciencesDuration: 1 February 2024 - 31 July 2024Mental Health and Psychosocial Wellbeing near real time monitoring by using Big Data sources of informationA feasibility study to develop an analytical tool for monitoring current population-level youth discourse on mental health, as well as a high-level methodology for big-data analytical tool design with participatory engagement of stakeholders.PI: Clare LlewellynLead Institute: School of Social and Political ScienceDuration: 1 June 2023 - 30 June 2024A Novel Framework for Synthetic Intelligence and Synthetic CultureA pilot study to surface strategies, questions and methods from engineering and the arts to respond to the challenge of inscrutability of current AI and the consequences for algorithmic co-creation.Project websitePI: Prof Drew HemmentLead Institute: School of ArtDuration: 1 August 2023 - 31 March 2024Analyzing child well-being using retail data in Kazakhstan (SUPKAZ) PI: Sohan SethLead Institute: School of InformaticsDuration: 01 September 2023 - 01 April 2024Improving the Resilience of Informal Settlements to fire (IRIS) : Web ScrapingA feasibility study to explore social media and other sources for news around fires in informal settlements in South Africa and Kenya, with the aim of creating a database of such news.PI: Dave RushLead Institute: School of EngineeringDuration: 1 January 2024 - 31 March 2024Predicting the impact sensitivities of energetic materials through Graph Neural Networks and Machine Learning PI: Carole A. MorrisonLead Institute: School of ChemistryDuration: 1 April 2024 - 30 April 2024Exploring trends of Obesity in the UK PI: Glenna NightingaleLead Institute: School of Health in Social SciencesDuration: 1 August 2023 - 30 November 20234D quantification of micro-scale feedbacks in dehydrating, deforming rocksProject websitePI: Florian FusseisLead Institute: School of GeoSciences (CSE)Duration: 1 January 2020 - 31 July 2023Mapping gender related barriers for immunisation using Geographic Information Systems (GIS) PI: Gary WatmoughLead Institute: School of GeosciencesDuration: Data Science for Domain Scientists: Basics and Most Recent DevelopmentsPI: Sohan SethLead Institute: School of InformaticsDuration: 1 May 2023 - 31 July 2023Computational Modelling of Time-Resolved Raman Spectra PI: Sohan SethLead Institute: Duration: 1 May 2023 - 1 July 2023Artificial Intelligence for Raman Spectroscopy in Tissue Delineation PI: Sohan SethLead Institute: School of InformaticsDuration: 1 November 2022 - 30 June 2023Patient Stratification using Supervised Clustering to Inform Better Treatment in the Critically Ill PI: Sohan SethLead Institute: Alan Turing InstituteDuration: 1 December 2022 - 31 March 2023AI4Grains: Consortium building in ML-accelerated modelling of industrial processes PI: Stefanos PapanicolopulosLead Institute: Alan Turing InstituteDuration: 1 October 2022 - 31 March 2023Evaluating the transferability of SCIPE - A Sustainable Census-Independent Population Estimation model to GuineaProject websitePI: Sohan SethLead Institute: School of Informatics (CSE)Duration: 1 October 2022 - 1 June 2023Bottom-up Population Density Estimate from Survey Data and Satellite Imaging with Machine Learning (PEP)Project websitePI: Sohan SethLead Institute: School of Informatics (CSE)Duration: 14 September 2020 - 12 August 2022Sustainable census-independent population estimation in developing nations: a collaborative proof-of-concept studyProject websitePI: Sohan SethLead Institute: School of Informatics (CSE)Duration: 1 March 2022 - 31 October 2022Predicting unplanned hospital readmission prior to discharge in patients with COVID-19: development, comparison and implementation of regression and machine-learning based risk prediction models (4C readmission model)Project websitePI: Ewen HarrisonLead Institute: Center for Medical Informatics (CMVM)Duration: 1 October 2021 - 30 September 2022Vaccine Uptake Survey: modelling self-reported COVID-19 vaccine uptake based on survey data PI: Glenna NightingaleLead Institute: School of Health in Social SciencesDuration: 13 June 2022 - 30 July 2022What are the patterns of healthcare use in children and young people with SARS-CoV-2 in the 12 months following infection? (SLICK)Project websitePI: Olivia SwannLead Institute: Usher Institute (CMVM)Duration: 1 October 2021 - 30 September 2022The New Real: Horizon Scanning and prototyping for disruptive AI art practices that build towards The New RealProject websitePI: Drew HemmentLead Institute: Design Informatics (College of Art)Duration: 1 June 2022 - 30 October 2022Developing ML Optimisation and Enhancement of a Walking Experience: Search and Personalisation with Decision Theory / Image Processing with GAN (TNRO)Project websitePI: Drew HemmentLead Institute: Design Informatics (College of Art)Duration: 1 August 2021 - 30 May 2022AI driven risk quantification for fire spread in informal settlements through integration of information from GIS, local infrastructure and environmental attributesProject websitePI: Sohan SethLead Institute: School of Informatics (CSE)Duration: 1 October 2021 - 15 February 2022Child Poverty and Access to ServicesProject websitePI: Gary WatmoughLead Institute: School of GeoSciences (CSE)Duration: 1 March 2020 - 11 June 2021Interpretable crystal descriptions across length scales for materials discoveryProject websitePI: James CumbyLead Institute: School of Chemisty (CSE)Duration: 1 September 2020 - 28 February 2021 This article was published on 2024-11-22
