Optimized hyperbolic tangent function-based contrast-enhanced mammograms for breast mass detection

作者：

Highlights：

• A computer-aided mammographic mass detection is proposed.

• Tunicate swarm optimized hyperbolic tangent function for mammogram enhancement.

• A robust local binary pattern is explored for false positive reduction.

• Sensitivity of 95.3% and 94.1% is achieved for mini-MIAS and DDSM respectively.

摘要

•A computer-aided mammographic mass detection is proposed.•Tunicate swarm optimized hyperbolic tangent function for mammogram enhancement.•A robust local binary pattern is explored for false positive reduction.•Sensitivity of 95.3% and 94.1% is achieved for mini-MIAS and DDSM respectively.

论文关键词：Breast mass detection,Mammogram enhancement,Hyperbolic tangent function,Tunicate swarm algorithm,MRELBP

论文评审过程：Received 26 January 2022, Revised 5 October 2022, Accepted 5 October 2022, Available online 13 October 2022, Version of Record 20 October 2022.

论文官网地址：https://doi.org/10.1016/j.eswa.2022.118994