Area-based breast percentage density estimation in mammograms using weight-adaptive multitask learning

Breast density, which is a measure of the relative amount of fibroglandular tissue within the breast area, is one of the most important breast cancer risk factors. Accurate segmentation of fibroglandular tissues and breast area is crucial for computing the breast density. Semiautomatic and fully aut...

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Detalles Bibliográficos
Autores principales: Gudhe, Naga Raju, Behravan, Hamid, Sudah, Mazen, Okuma, Hidemi, Vanninen, Ritva, Kosma, Veli-Matti, Mannermaa, Arto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283472/
https://www.ncbi.nlm.nih.gov/pubmed/35835933
http://dx.doi.org/10.1038/s41598-022-16141-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283472/
https://www.ncbi.nlm.nih.gov/pubmed/35835933
http://dx.doi.org/10.1038/s41598-022-16141-2

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