Non-Linear Filters for Mammogram Enhancement: A Robust Computer-Aided Analysis Framework for Early Detection of Breast Cancer
暫譯: 乳房攝影增強的非線性濾波器：早期檢測乳腺癌的穩健電腦輔助分析框架

Bhateja, Vikrant, Misra, Mukul, Urooj, Shabana

Non-Linear Filters for Mammogram Enhancement: A Robust Computer-Aided Analysis Framework for Early Detection of Breast Cancer
  • 出版商: Springer
  • 出版日期: 2020-11-18
  • 售價: $4,480
  • 貴賓價: 9.5 折 $4,256
  • 語言: 英文
  • 頁數: 239
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 981150444X
  • ISBN-13: 9789811504440

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書介紹了非線性影像增強方法，作為一種穩健的電腦輔助分析解決方案，用於早期檢測乳腺癌，並提供了一系列非線性乳腺X光影像增強方法的彙編：從基本原理到研究挑戰、實際應用、驗證以及應用的進展。

本書包括對乳腺癌、乳腺X光檢查、乳腺異常以及乳腺X光影像的電腦輔助分析的全面討論。它還探討了乳腺X光影像增強的基本概念及相關挑戰，並詳細回顧了各種最先進的乳腺X光影像增強方法及新興的研究空白。考慮到其範疇，本書對放射科醫生和醫學專家（腫瘤科醫生）來說是一個寶貴的資產，因為乳腺X光影像的可視化可以提高他們診斷分析的精確度；對於研究人員和工程師來說，非線性濾波器的分析是影像處理中最具挑戰性的研究領域之一。

作者簡介

Vikrant Bhateja is an Associate Professor at the ECE Department, SRMGPC, Lucknow, where he also serves as the Head of Academics & Quality Control. He holds a doctorate in biomedical imaging and has 16 years of academic teaching experience, with over 120 publications in reputed international conference proceedings and journals to his credit. His areas of research include digital image and video processing, computer vision, medical imaging, and machine learning. Dr Vikrant has edited 20 books with Springer Nature. He is Editor-in-Chief of IGI Global--International Journal of Natural Computing and Research (IJNCR); an Associate Editor of the International Journal of Ambient Computing and Intelligence (IJACI); and a Guest Editor for journals including Evolutionary Intelligence and the Arabian Journal of Science and Engineering.

Mukul Misra is a Professor at the Faculty of ECE, Shri Ramswaroop Memorial University, India, where he has also served as the Director of Research since 2013. He received his PhD (Microwave Electronics) from Delhi University, India, in 2000; served as a Lecturer at Osaka University, Japan, in 2000; and was awarded a JSPS Post-doctoral Fellowship at the same university in 2001. He has served as a Research Scientist at the ILE, Osaka University, Japan; Research Officer at the University of Bath, UK; and a Facility Manager at the University of Warwick, UK. Dr Mukul has more than 30 publications in reputed international journals to his credit.

Dr Shabana Urooj is currently serving as HOD of Electrical Engineering at Gautam Buddha University, India. She received her Bachelor's & Master's degrees in Engineering from Aligarh Muslim University, India, and completed her doctorate in Biomedical Instrumentation at Jamia Millia Islamia, India. She has over 3 years of industrial and 17 years of teaching experience. She has authored more than 100 research papers in international journals and conference proceedings, and is an Associate Editor for several prominent journals, including IEEE Sensors, IEEE Transactions of Nanobiosciences, and IEEE Transactions of Nanotechnology. Presently, she is also Joint Secretary of the IEEE Delhi Section.


作者簡介(中文翻譯)

Vikrant Bhateja 是 SRMGPC 電子與通訊工程系的副教授，並擔任學術與品質控制部門的負責人。他擁有生物醫學影像的博士學位，擁有 16 年的學術教學經驗，並在國際會議論文集和期刊上發表了超過 120 篇的論文。他的研究領域包括數位影像與視頻處理、計算機視覺、醫學影像和機器學習。Vikrant 博士編輯了 20 本由 Springer Nature 出版的書籍。他是 IGI Global 的主編——《國際自然計算與研究期刊》（IJNCR）；《國際環境計算與智能期刊》（IJACI）的副編輯；以及《進化智能》和《阿拉伯科學與工程期刊》等期刊的客座編輯。

Mukul Misra 是印度 Shri Ramswaroop Memorial University 電子與通訊工程學院的教授，自 2013 年以來擔任研究主任。他於 2000 年在印度德里大學獲得微波電子學博士學位；2000 年在日本大阪大學擔任講師；並於 2001 年獲得該大學的 JSPS 博士後獎學金。他曾在日本大阪大學 ILE 擔任研究科學家；在英國巴斯大學擔任研究官；以及在英國華威大學擔任設施經理。Mukul 博士在國際知名期刊上發表了超過 30 篇的論文。

Dr Shabana Urooj 目前擔任印度高達姆布達大學電機工程系的系主任。她在印度阿里格爾穆斯林大學獲得工程學士和碩士學位，並在印度賈米亞米莉亞伊斯蘭大學完成生物醫學儀器的博士學位。她擁有超過 3 年的工業經驗和 17 年的教學經驗。她在國際期刊和會議論文集中發表了超過 100 篇的研究論文，並擔任多個知名期刊的副編輯，包括 IEEE Sensors、IEEE Transactions of Nanobiosciences 和 IEEE Transactions of Nanotechnology。目前，她也是 IEEE 德里分會的聯合秘書。

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