Automated skin thickening extraction in post radiotherapy mammograms via feedforward neural networks using histogram based segmentation and continuous hidden Markov model generated features

Lev Barinov, L. Paster, N Yue, Z. Xiao, Q. Huang,S. Goyal

2015 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)（2015）

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摘要

The purpose of this study is to establish an automated technique that accurately and effectively characterizes skin thickening in mammograms after breast conserving surgery and radiation therapy (BCS+RT).

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关键词

automated skin thickening extraction,post radiotherapy mammograms,feedforward neural networks,histogram based segmentation,continuous hidden Markov model,breast conserving surgery,radiation therapy,BCS-RT

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