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HDR UK Site Multiple Project Description Four key challenges will be investigated to improve the trustworthiness of machine learning in medicine: How should researchers report machine learning in...
HDR UK Site Scotland Project Description Modern machine learning approaches for image analysis Our project aims to develop a deep learning (DL) artificial intelligence method for assessing CT...
HDR UK Site Midlands Project Description Using our machine learning approach for antimicrobial prediction as a test case, we will use theoretical and numerical methods to investigate mechanisms of...
HDR UK Site Midlands Project Description The aim of this project is to provide a software framework and e-repository approach for imaging data (so that they can be incorporated to clinical trials...
HDR UK Site Midlands Project Description Radiomics is the high-throughput extraction and analysis of quantitative image features (e.g. texture), offering potential solutions for tumour...
HDR UK Site Midlands Project Description The aim of this project is to achieve a scalable development of synthetic datasets that maintain the statistical properties of real clinical datasets. The...
HDR UK Site Midlands Project Description Representation learning and sub-group discovery for multi-modal clinical data Project Milestones Development of AI-based embedding approaches for...
HDR UK Site London Project Descripton This work involved (1) identifying people in Care home settings in the OpenSAFELY platform to assess risk factors for severe Covid-19 outcomes and (2)...
HDR UK Site London Project Description The aim of the project at King’s College London was to evaluate machine learning algorithms developed for cardiac magnetic resonance imaging (CMR), trained...