Automatic segmentation of multi-sequence (multi-modal) cardiac MR (CMR)
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Automated pathology segmentation remains a valuable diagnostic tool in
c...
Recent state-of-the-art semi- and un-supervised solutions for challengin...
Robust cardiac image segmentation is still an open challenge due to the
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Brain ageing is a continuous process that is affected by many factors
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Magnetic resonance (MR) protocols rely on several sequences to properly
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There has been an increasing focus in learning interpretable feature
rep...
Inter-modality image registration is an critical preprocessing step for ...
Typically, a medical image offers spatial information on the anatomy (an...
Pseudo healthy synthesis, i.e. the creation of a subject-specific `healt...
The success and generalisation of deep learning algorithms heavily depen...