Applying Data-driven Imaging Biomarker in Mammography for Breast Cancer Screening: Preliminary Study

We assessed the feasibility of a data-driven imaging biomarker based on weakly supervised learning (DIB; an imaging biomarker derived from large-scale medical image data with deep learning technology) in mammography (DIB-MG). A total of 29,107 digital mammograms from five institutions (4,339 cancer...

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Detalles Bibliográficos
Autores principales: Kim, Eun-Kyung, Kim, Hyo-Eun, Han, Kyunghwa, Kang, Bong Joo, Sohn, Yu-Mee, Woo, Ok Hee, Lee, Chan Wha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807343/
https://www.ncbi.nlm.nih.gov/pubmed/29426948
http://dx.doi.org/10.1038/s41598-018-21215-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5807343/
https://www.ncbi.nlm.nih.gov/pubmed/29426948
http://dx.doi.org/10.1038/s41598-018-21215-1

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