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Estimation of breast percent density in raw and processed full field digital mammography images via adaptive fuzzy c-means clustering and support vector machine segmentation

Purpose: The amount of fibroglandular tissue content in the breast as estimated mammographically, commonly referred to as breast percent density (PD%), is one of the most significant risk factors for developing breast cancer. Approaches to quantify breast density commonly focus on either semiautomat...

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Detalhes bibliográficos
Main Authors: Keller, Brad M., Nathan, Diane L., Wang, Yan, Zheng, Yuanjie, Gee, James C., Conant, Emily F., Kontos, Despina
Formato: Artigo
Idioma:Inglês
Publicado em: American Association of Physicists in Medicine 2012
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3416877/
https://ncbi.nlm.nih.gov/pubmed/22894417
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1118/1.4736530
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