Thesis
Robust deep learning methods for accountable contrast-agent-free CMR imaging in clinical applications
- Abstract:
-
Cardiovascular magnetic resonance (CMR) T1 mapping is a crucial non-invasive imaging technique for quantifying myocardial tissue characteristics, providing valuable insights into a range of ischaemic and non-ischaemic cardiac conditions, including myocardial infarction, inflammation, infiltration, and fibrosis. Despite its clinical utility, the application of T1 mapping in routine practice faces several technical challenges, especially: motion artefacts that compromise image quality, limit...
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Authors
Contributors
+ Piechnik, SK
- Institution:
- University of Oxford
- Division:
- MSD
- Department:
- RDM
- Sub department:
- RDM Cardiovascular Medicine
- Role:
- Supervisor
- ORCID:
- 0000-0002-0268-5221
+ Ferreira, VM
- Institution:
- University of Oxford
- Division:
- MSD
- Department:
- RDM
- Sub department:
- RDM Cardiovascular Medicine
- Oxford college:
- Lady Margaret Hall
- Role:
- Supervisor
- ORCID:
- 0000-0002-0046-7634
+ Zhang, Q
- Institution:
- University of Oxford
- Division:
- MSD
- Department:
- RDM
- Sub department:
- RDM Cardiovascular Medicine
- Oxford college:
- Keble College
- Role:
- Supervisor
- ORCID:
- 0000-0003-3385-1242
+ Lewis, AJM
- Institution:
- University of Oxford
- Division:
- MSD
- Department:
- RDM
- Sub department:
- RDM Cardiovascular Medicine
- Oxford college:
- Lincoln College
- Role:
- Examiner
- ORCID:
- 0000-0002-3714-6711
+ Frangi, AF
- Institution:
- University of Manchester
- Role:
- Examiner
- ORCID:
- 0000-0002-2675-528X
+ Clarendon Fund
More from this funder
- Funding agency for:
- Gonzales, RA
- Programme:
- Clarendon Scholarship
+ Balliol College
More from this funder
- Funding agency for:
- Gonzales, RA
- Programme:
- Alfred Douglas Stone Scholarship
+ Radcliffe Department of Medicine, University of Oxford
More from this funder
- Funding agency for:
- Gonzales, RA
- Programme:
- RDM Scholars Programme
- DOI:
- Type of award:
- DPhil
- Level of award:
- Doctoral
- Awarding institution:
- University of Oxford
- Language:
-
English
- Keywords:
- Subjects:
- Deposit date:
-
2025-02-17
Terms of use
- Copyright holder:
- Ricardo Alonso Gonzales
- Copyright date:
- 2024
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