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Learning osteoarthritis imaging biomarkers from bone surface spherical encoding
PURPOSE: To learn bone shape features from spherical bone map of knee MRI images using established convolutional neural networks (CNN) and use these features to diagnose and predict osteoarthritis (OA). METHODS: A bone segmentation model was trained on 25 manually annotated 3D MRI volumes to segment...
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| Publicado no: | Magn Reson Med |
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| Main Authors: | , , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7329596/ https://ncbi.nlm.nih.gov/pubmed/32243657 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mrm.28251 |
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