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Breast Ultrasound Image Classification Based on Multiple-Instance Learning
Breast ultrasound (BUS) image segmentation is a very difficult task due to poor image quality and speckle noise. In this paper, local features extracted from roughly segmented regions of interest (ROIs) are used to describe breast tumors. The roughly segmented ROI is viewed as a bag. And subregions...
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| Autors principals: | , , , , |
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| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
Springer-Verlag
2012
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC3447095/ https://ncbi.nlm.nih.gov/pubmed/22733258 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-012-9499-x |
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