Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system.
Leon EricssonAdam HjalmarssonMuhammad Usman AkbarEdward FerdianMia BoniniBrandon HardyJonas SchollenbergerMaria AristovaPatrick WinterNicholas S. BurrisAlexander FyrdahlAndreas SigfridssonSusanne SchnellC. Alberto FigueroaDavid NordslettenAlistair A. YoungDavid MarleviPublished in: CoRR (2023)
Keyphrases
- ensemble learning
- super resolution
- high resolution
- low resolution
- generalization ability
- low resolution images
- image reconstruction
- ensemble methods
- magnetic resonance imaging
- motion estimation
- base classifiers
- random forest
- super resolution reconstruction
- high quality
- depth map
- super resolution algorithm
- concept drift
- remote sensing
- image patches
- unlabeled data
- video sequences
- feature selection