Detecting masses in dense breast using independent component analysis

作者：

Highlights：

• The use of ICA for detecting lesions in dense breasts is proposed.

• To analyse its efficiency in relation to other techniques, we compare with PCA.

• To measure the quality of segmentation, an area overlay measure was be used.

摘要

•The use of ICA for detecting lesions in dense breasts is proposed.•To analyse its efficiency in relation to other techniques, we compare with PCA.•To measure the quality of segmentation, an area overlay measure was be used.

论文关键词：Mammographic images,Medical image analysis,Filtering,Clustering,Image segmentation

论文评审过程：Received 22 March 2017, Revised 26 June 2017, Accepted 6 July 2017, Available online 26 July 2017, Version of Record 7 September 2017.

论文官网地址：https://doi.org/10.1016/j.artmed.2017.07.003