List of projects in collaboration with Data Science Unit Ongoing projects Trustworthy LLMs (TruLLM) PI: Vaishak Belle Lead Institute: School of Informatics Duration: 1 January 2024 - 31 December 2024 Using 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 website PI: Sohan Seth Lead Institute: School of Informatics Duration: 1 September 2022 - 25 February 2025 Advanced Care Research Center (ACRC) Project website PI: Bruce Guthrie Lead Institute: Usher Institute (CMVM) Duration: 1 April 2020 - 31 March 2027 Artificial Intelligence and Multimorbidity: Clustering in Individuals, Space and Clinical Context (AIM-CISC) Project website PI: Bruce Guthrie Lead Institute: Usher Institute (CMVM) Duration: August 2021 - August 2024 Completed projects Causally Learned Representation for Science, Art and Sustainability (CLeaR-SAS) PI: Sohan Seth Lead Institute: Generative AI Laboratory Duration: 1 May 2024 - 31 August 2024 Seasonality and Nutrition (SEASNUT): Modelling childhood wasting Project website PI: Gary Watmough Lead Institute: School of Geosciences Duration: 1 April 2024 - 30 September 2024 Child 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 Watmough Lead Institute: School of Geosciences Duration: 1 February 2024 - 31 July 2024 Mental Health and Psychosocial Wellbeing near real time monitoring by using Big Data sources of information A 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 Llewellyn Lead Institute: School of Social and Political Science Duration: 1 June 2023 - 30 June 2024 A Novel Framework for Synthetic Intelligence and Synthetic Culture A 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 website PI: Prof Drew Hemment Lead Institute: School of Art Duration: 1 August 2023 - 31 March 2024 Analyzing child well-being using retail data in Kazakhstan (SUPKAZ) PI: Sohan Seth Lead Institute: School of Informatics Duration: 01 September 2023 - 01 April 2024 Improving the Resilience of Informal Settlements to fire (IRIS) : Web Scraping A 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 Rush Lead Institute: School of Engineering Duration: 1 January 2024 - 31 March 2024 Predicting the impact sensitivities of energetic materials through Graph Neural Networks and Machine Learning PI: Carole A. Morrison Lead Institute: School of Chemistry Duration: 1 April 2024 - 30 April 2024 Exploring trends of Obesity in the UK PI: Glenna Nightingale Lead Institute: School of Health in Social Sciences Duration: 1 August 2023 - 30 November 2023 4D quantification of micro-scale feedbacks in dehydrating, deforming rocks Project website PI: Florian Fusseis Lead Institute: School of GeoSciences (CSE) Duration: 1 January 2020 - 31 July 2023 Mapping gender related barriers for immunisation using Geographic Information Systems (GIS) PI: Gary Watmough Lead Institute: School of Geosciences Duration: Data Science for Domain Scientists: Basics and Most Recent Developments PI: Sohan Seth Lead Institute: School of Informatics Duration: 1 May 2023 - 31 July 2023 Computational Modelling of Time-Resolved Raman Spectra PI: Sohan Seth Lead Institute: Duration: 1 May 2023 - 1 July 2023 Artificial Intelligence for Raman Spectroscopy in Tissue Delineation PI: Sohan Seth Lead Institute: School of Informatics Duration: 1 November 2022 - 30 June 2023 Patient Stratification using Supervised Clustering to Inform Better Treatment in the Critically Ill PI: Sohan Seth Lead Institute: Alan Turing Institute Duration: 1 December 2022 - 31 March 2023 AI4Grains: Consortium building in ML-accelerated modelling of industrial processes PI: Stefanos Papanicolopulos Lead Institute: Alan Turing Institute Duration: 1 October 2022 - 31 March 2023 Evaluating the transferability of SCIPE - A Sustainable Census-Independent Population Estimation model to Guinea Project website PI: Sohan Seth Lead Institute: School of Informatics (CSE) Duration: 1 October 2022 - 1 June 2023 Bottom-up Population Density Estimate from Survey Data and Satellite Imaging with Machine Learning (PEP) Project website PI: Sohan Seth Lead Institute: School of Informatics (CSE) Duration: 14 September 2020 - 12 August 2022 Sustainable census-independent population estimation in developing nations: a collaborative proof-of-concept study Project website PI: Sohan Seth Lead Institute: School of Informatics (CSE) Duration: 1 March 2022 - 31 October 2022 Predicting 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 website PI: Ewen Harrison Lead Institute: Center for Medical Informatics (CMVM) Duration: 1 October 2021 - 30 September 2022 Vaccine Uptake Survey: modelling self-reported COVID-19 vaccine uptake based on survey data PI: Glenna Nightingale Lead Institute: School of Health in Social Sciences Duration: 13 June 2022 - 30 July 2022 What are the patterns of healthcare use in children and young people with SARS-CoV-2 in the 12 months following infection? (SLICK) Project website PI: Olivia Swann Lead Institute: Usher Institute (CMVM) Duration: 1 October 2021 - 30 September 2022 The New Real: Horizon Scanning and prototyping for disruptive AI art practices that build towards The New Real Project website PI: Drew Hemment Lead Institute: Design Informatics (College of Art) Duration: 1 June 2022 - 30 October 2022 Developing ML Optimisation and Enhancement of a Walking Experience: Search and Personalisation with Decision Theory / Image Processing with GAN (TNRO) Project website PI: Drew Hemment Lead Institute: Design Informatics (College of Art) Duration: 1 August 2021 - 30 May 2022 AI driven risk quantification for fire spread in informal settlements through integration of information from GIS, local infrastructure and environmental attributes Project website PI: Sohan Seth Lead Institute: School of Informatics (CSE) Duration: 1 October 2021 - 15 February 2022 Child Poverty and Access to Services Project website PI: Gary Watmough Lead Institute: School of GeoSciences (CSE) Duration: 1 March 2020 - 11 June 2021 Interpretable crystal descriptions across length scales for materials discovery Project website PI: James Cumby Lead Institute: School of Chemisty (CSE) Duration: 1 September 2020 - 28 February 2021 This article was published on 2024-11-22
