PixCUE: Joint Uncertainty Estimation and Image Reconstruction in MRI using Deep Pixel Classification.
Deep learning (DL) models are effective in leveraging latent representations from MR data, emerging as state-of-the-art solutions for accelerated MRI reconstruction. However, challenges arise due to the inherent uncertainties associated with undersampling in k-space, coupled with the over- or under-...
| Publicado en: | Journal of Imaging Informatics in Medicine Vol. 38; no. 4; pp. 2071 - 2085 |
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| Autores principales: | , , , , |
| Formato: | diagnostic images equations & formulas pictorial research tables/charts Journal Article |
| Publicado: |
Springer Nature
Aug2025
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| Acceso en línea: | Ver este registro en EBSCOhost |