{"product_id":"non-linear-filters-for-mammogram-enhancement-9789811504426","title":"Non-Linear Filters for Mammogram Enhancement","description":"\u003cp\u003eThis 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.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53590422028567,"sku":null,"price":11217.9,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9789811504426.jpg?v=1782732268","url":"https:\/\/payment.letskitaboo.com\/ur\/products\/non-linear-filters-for-mammogram-enhancement-9789811504426","provider":"Kitaboo One eStore","version":"1.0","type":"link"}