Non-Linear Filters for Mammogram Enhancement
A Robust Computer-aided Analysis Framework for Early Detection of Breast Cancer
Buch in deiner Nähe kaufen
Beschreibung
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 ofthe most challenging research domains in image processing.
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 ofthe most challenging research domains in image processing.
Presents comprehensive discussions on breast cancer, mammography, breast anomalies, and computer-aided analysis of mammograms Covers fundamental concepts in mammogram enhancement and the associated challenges A valuable guide for researchers and practitioners alike
Autor*in
Vikrant Bhateja
Themen in »Non-Linear Filters for Mammogram Enhancement«
Breast Cancer Diagnostics Mammogram Enhancement Image Quality Assessment Mammography Non-linear Filters Contrast Mammography Contrast Enhancement of Mammograms Mammographic Images Diagnostic Radiology