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Uncertainty Quantification in Deep MRI Reconstruction
Reliable MRI is crucial for accurate interpretation in therapeutic and diagnostic tasks. However, undersampling during MRI acquisition as well as the overparameterized and nontransparent nature of deep learning (DL) leaves substantial uncertainty about the accuracy of DL reconstruction. With this in...
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| Gepubliceerd in: | IEEE Trans Med Imaging |
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| Hoofdauteurs: | , , , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
2020
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| Onderwerpen: | |
| Online toegang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7837266/ https://ncbi.nlm.nih.gov/pubmed/32956045 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TMI.2020.3025065 |
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