Non-Linear Filters for Mammogram Enhancement:A Robust Computer-aided Analysis Framework for Early Detection of Breast Cancer(Studies in Computational Intelligence)

增强乳房 X 线照片的非线性滤波器:用于乳腺癌早期检测的强大计算机辅助分析框架

生物医学工程学

原   价:
1179.00
售   价:
884.00
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人工智能领域图书专题
发货周期:预计8-10周发货
出  版 社
出版时间
2020年11月18日
装      帧
平装
ISBN
9789811504440
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页      码
239
开      本
9.21 x 6.14 x 0.56
语      种
英文
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图书简介
This book presents non-linear image enhancement approaches to mammograms as a robust computer-aided analysis solution for the early detection of breast cancer, and provides a compendium of non-linear mammogram enhancement approaches: from the fundamentals to research challenges, practical implementations, validation, and advances in applications.The book includes a comprehensive discussion on breast cancer, mammography, breast anomalies, and computer-aided analysis of mammograms. It also addresses fundamental concepts of mammogram enhancement and associated challenges, and features a detailed review of various state-of-the-art approaches to the enhancement of mammographic images and emerging research gaps. Given its scope, the book offers a valuable asset for radiologists and medical experts (oncologists), as mammogram visualization can enhance the precision of their diagnostic analyses; and for researchers and engineers, as the analysis of non-linear filters is one of the most challenging research domains in image processing.
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