Non-Linear Filters for Mammogram Enhancement
Bhateja, Vikrant, Misra, Mukul, Urooj, Shabana
Produktnummer:
1863cfae951b024e13b90f0d2bb547a5a9
| Autor: | Bhateja, Vikrant Misra, Mukul Urooj, Shabana |
|---|---|
| Themengebiete: | Breast Cancer Diagnostics Contrast Enhancement of Mammograms Contrast Mammography Diagnostic Radiology Image Quality Assessment Mammogram Enhancement Mammographic Images Mammography Non-linear Filters |
| Veröffentlichungsdatum: | 18.11.2020 |
| EAN: | 9789811504440 |
| Sprache: | Englisch |
| Seitenzahl: | 239 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer Singapore |
| Untertitel: | A Robust Computer-aided Analysis Framework for Early Detection of Breast Cancer |
Produktinformationen "Non-Linear Filters for Mammogram Enhancement"
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.
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