Automatic Classification of Mass Shape and Margin on Mammography with Artificial Intelligence: Deep CNN Versus Radiomics.

The purpose of this study is to test the feasibility for deep CNN–based artificial intelligence methods for automatic classification of the mass margin and shape, while radiomic feature–based machine learning methods were also implemented in this study as baseline and for comparison study. In this r...

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Detalles Bibliográficos
Publicado en:Journal of Digital Imaging Vol. 36; no. 4; pp. 1314 - 1323
Autores principales: Qi, Longxiu, Lu, Xing, Shen, Hailin, Gao, Qilei, Han, Zhigang, Zhu, Jianguo, Meng, You, Wang, Linhua, Chen, Shuangqing, Li, Yonggang
Formato: diagnostic images research tables/charts Journal Article
Publicado: Springer Nature Aug2023
Acceso en línea:Ver este registro en EBSCOhost