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of 9
pro vyhledávání: '"Stojanovski, David"'
We investigate the utility of diffusion generative models to efficiently synthesise datasets that effectively train deep learning models for image analysis. Specifically, we propose novel $\Gamma$-distribution Latent Denoising Diffusion Models (LDMs)
Externí odkaz:
http://arxiv.org/abs/2409.19371
We propose a novel pipeline for the generation of synthetic ultrasound images via Denoising Diffusion Probabilistic Models (DDPMs) guided by cardiac semantic label maps. We show that these synthetic images can serve as a viable substitute for real da
Externí odkaz:
http://arxiv.org/abs/2305.05424
Autor:
Stojanovski, David, Hermida, Uxio, Muffoletto, Marica, Lamata, Pablo, Beqiri, Arian, Gomez, Alberto
Accurate geometric quantification of the human heart is a key step in the diagnosis of numerous cardiac diseases, and in the management of cardiac patients. Ultrasound imaging is the primary modality for cardiac imaging, however acquisition requires
Externí odkaz:
http://arxiv.org/abs/2207.13424
Autor:
Upton, Ross, Mumith, Angela, Beqiri, Arian, Parker, Andrew, Hawkes, William, Gao, Shan, Porumb, Mihaela, Sarwar, Rizwan, Marques, Patricia, Markham, Deborah, Kenworthy, Jake, O’Driscoll, Jamie M., Hassanali, Neelam, Groves, Kate, Dockerill, Cameron, Woodward, William, Alsharqi, Maryam, McCourt, Annabelle, Wilkes, Edmund H., Heitner, Stephen B., Yadava, Mrinal, Stojanovski, David, Lamata, Pablo, Woodward, Gary, Leeson, Paul
Publikováno v:
In JACC: Cardiovascular Imaging May 2022 15(5):715-727
Akademický článek
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Autor:
Hermida, Uxio, Stojanovski, David, Raman, Betty, Ariga, Rina, Young, Alistair A, Carapella, Valentina, Carr-White, Gerry, Lukaschuk, Elena, Piechnik, Stefan K, Kramer, Christopher M, Desai, Milind Y, Weintraub, William S, Neubauer, Stefan, Watkins, Hugh, Lamata, Pablo
Publikováno v:
European Heart Journal - Cardiovascular Imaging; Jun2023, Vol. 24 Issue 6, p807-818, 12p
Autor:
Hermida U; School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, Lambeth Palace Road, London SE1 7EU, UK., Stojanovski D; School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, Lambeth Palace Road, London SE1 7EU, UK., Raman B; Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK., Ariga R; Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK., Young AA; School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, Lambeth Palace Road, London SE1 7EU, UK., Carapella V; School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, Lambeth Palace Road, London SE1 7EU, UK., Carr-White G; Department of Cardiovascular Imaging, School of Biomedical Engineering and Imaging Sciences, Guy's and St Thomas' NHS Foundation Trust, London, UK., Lukaschuk E; NIHR Oxford Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, and Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Piechnik SK; NIHR Oxford Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, and Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Kramer CM; Division of Cardiovascular Medicine, University of Virginia Health System, Charlottesville, VA, USA., Desai MY; Department of Cardiovascular Medicine, Heart and Vascular Institute, Cleveland, OH, USA., Weintraub WS; MedStar Health Research Institute, Georgetown University, Washington, DC, USA., Neubauer S; Oxford Centre for Clinical Magnetic Resonance Research, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.; NIHR Oxford Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, and Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Watkins H; NIHR Oxford Biomedical Research Centre, Division of Cardiovascular Medicine, Radcliffe Department of Medicine, University of Oxford, and Oxford University Hospitals NHS Foundation Trust, Oxford, UK., Lamata P; School of Biomedical Engineering and Imaging Sciences, King's College London, 5th Floor Becket House, Lambeth Palace Road, London SE1 7EU, UK.
Publikováno v:
European heart journal. Cardiovascular Imaging [Eur Heart J Cardiovasc Imaging] 2023 May 31; Vol. 24 (6), pp. 807-818.
Autor:
Stojanovski D; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Hermida U; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Lamata P; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Beqiri A; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK.; Ultromics Ltd., Oxford, OX4 2SU, UK., Gomez A; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK.; Ultromics Ltd., Oxford, OX4 2SU, UK.
Publikováno v:
Simplifying medical ultrasound : 4th International Workshop, ASMUS 2023, held in conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. ASMUS (Workshop) (4th : 2023 : Vancouver, B.C. ; Online) [Simpl Med Ultrasound (2023)] 2023; Vol. 14337, pp. 34-43. Date of Electronic Publication: 2023 Oct 01.
Autor:
Stojanovski D; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Hermida U; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Muffoletto M; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Lamata P; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK., Beqiri A; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK.; Ultromics Ltd., Oxford, OX4 2SU, UK., Gomez A; King's College London, School of Biomedical Engineering & Imaging Sciences, London, SE1 7EU, UK.; Ultromics Ltd., Oxford, OX4 2SU, UK.
Publikováno v:
Simplifying medical ultrasound : third International Workshop, ASMUS 2022, held in conjunction with MICCAI 2022, Singapore, September 18, 2022, Proceedings. ASMUS (Workshop) (3rd : 2022 : Singapore) [Simpl Med Ultrasound (2022)] 2022; Vol. 13565, pp. 86-95. Date of Electronic Publication: 2022 Sep 15.