Large Scale Semi-Automated Labeling of Routine Free-Text Clinical Records for Deep Learning.

Breast cancer is a leading cause of cancer death among women in the USA. Screening mammography is effective in reducing mortality, but has a high rate of unnecessary recalls and biopsies. While deep learning can be applied to mammography, large-scale labeled datasets, which are difficult to obtain,...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 32; no. 1; pp. 30 - 38
Autores principales: Trivedi, Hari M., Chang, Peter, Sohn, Jae Ho, Franc, Benjamin L., Joe, Bonnie, Panahiazar, Maryam, Lituiev, Dmytro, Hadley, Dexter, Liang, April, Chen, Yunn-Yi
Formato: pictorial research tables/charts Journal Article
Publicado: Springer Nature Feb2019
Acceso en línea:Ver este registro en EBSCOhost