HDR UK Site
The aim of the project at King’s College London was to evaluate machine learning algorithms developed for cardiac magnetic resonance imaging (CMR), trained on UK Biobank, on patient data in clinical CMR centres linked with HDR sites (e.g. St Thomas’, Barts BioResource).
In the short duration of the postdoc working on this grant, Dr Ines Machado (6 months until 12/2020), advances have been made for data from both UK biobank, with preliminary testing on patient data acquired at St. Thomas’ Hospital trust, resulting in a publication to the prestigious MICCAI conference satellite event STACOM. She also contributed to a second paper for that event, on cardiac MR image domain generalisation. Journal paper submissions for both double-blind, peer-reviewed, full-length conference publications are in preparation.
Project Team and Collaborators
- Professor Julia Schnabel, King’s College London and Helmholtz Center Munich & Technical University of Munich – project lead
- Dr Ines Machado, King’s College London – funded by HDR UK
- Dr Andrew King, King’s College London
- Prof Alistair Young, King’s College London
- Prof Claudia Prieto, King’s College London
- Prof Miguel Castelo-Branco, University of Coimbra
- Dr Devran Ugurl, King’s College London
- Dr Gastao Cruz, King’s College London
- Dr Bram Ruijsink, King’s College London and St. Thomas’ Hospital Trust
- Dr Kerstin Hammernik, Imperial College London and Technical University of Munich
- Steffen Petersen, NIHR Barts Biomedical Research Centre (BRC)
deep learning for image reconstruction; accelerated MRI; image segmentation; quality assessment; domain generalisation
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29 September 2022 at 3:00 pm
Professor Richard Dobson will present on Generating research-ready, actionable, real-time and large-scale insights from routinely collected, unstructured (e.g. letters, notes, reports) as well...
DaC-VaP-2 National Data Assets & Opportunities for Collaboration
22 September 2022 at 1:55 pm
The DaC-VaP-2 project webinar is being held thanks to the funding and support of BREATHE, Health Data Research UK and The Alan Turing Institute. In this webinar chaired by Professor Aziz Sheikh,...
Indirect acute effects of the COVID-19 pandemic on physical and mental health in the UK: a population-based study
4 October 2022 at 3:00 pm
As part of the HDR UK Applied Analytics seminar series Dr Alasdair Henderson will present on Indirect acute effects of the COVID-19 pandemic on physical and mental health in the UK: a...