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Ultra-high resolution, multi-scale, context-aware approach for detection of small cancers on mammography

While detection of malignancies on mammography has received a boost with the use of Convolutional Neural Networks (CNN), detection of cancers of very small size remains challenging. This is however clinically significant as the purpose of mammography is early detection of cancer, making it imperativ...

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Detalles Bibliográficos
Autores principales: Rangarajan, Krithika, Gupta, Aman, Dasgupta, Saptarshi, Marri, Uday, Gupta, Arun Kumar, Hari, Smriti, Banerjee, Subhashis, Arora, Chetan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9270480/
https://www.ncbi.nlm.nih.gov/pubmed/35803985
http://dx.doi.org/10.1038/s41598-022-15259-7