Computer-aided detection and diagnosis of mammographic masses using multi-resolution analysis of oriented tissue patterns

作者：

Highlights：

• A method for automatic detection and diagnosis of mammographic mass is proposed.

• Multilevel thresholding controlled by new region growing is proposed to detect mass.

• Multi-resolution analysis of oriented tissue patterns is performed for diagnosis.

• The performance of the proposed approach confirms its efficacy.

摘要

•A method for automatic detection and diagnosis of mammographic mass is proposed.•Multilevel thresholding controlled by new region growing is proposed to detect mass.•Multi-resolution analysis of oriented tissue patterns is performed for diagnosis.•The performance of the proposed approach confirms its efficacy.

论文关键词：Breast cancer,Mammography,Mass detection,Mass classification,Multi-resolution analysis,CADx

论文评审过程：Received 24 August 2017, Revised 8 January 2018, Accepted 9 January 2018, Available online 31 January 2018, Version of Record 3 February 2018.

论文官网地址：https://doi.org/10.1016/j.eswa.2018.01.010