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Deep Convolutional Neural Networks with Multi-plane Consensus Labeling for Lung Function Quantification Using UTE Proton MRI
BACKGROUND: Ultrashort echo time (UTE) proton MRI has gained popularity for assessing lung structure and function in pulmonary imaging; however, the development of fast biomarker extraction and regional quantification has lagged behind due to labor-intensive lung segmentation. PURPOSE: To evaluate a...
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| Veröffentlicht in: | J Magn Reson Imaging |
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| Hauptverfasser: | , , , , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
2019
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7039686/ https://ncbi.nlm.nih.gov/pubmed/30945385 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/jmri.26734 |
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