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Training deep-learning segmentation models from severely limited data
PURPOSE: To enable generation of high-quality deep learning segmentation models from severely limited contoured cases (e.g. ~10 cases). METHODS: Thirty head-and-neck CT scans with well-defined contours were deformably registered to 200 CT scans of the same anatomic site without contours. Acquired de...
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| Publicado no: | Med Phys |
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| Main Authors: | , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2021
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC8058262/ https://ncbi.nlm.nih.gov/pubmed/33474727 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1002/mp.14728 |
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