Breast Image Reconstruction and Cancer Detection Using Microwave Imaging
暫譯: 微波影像重建與乳腺癌檢測

Patel, Hardik N., Ghodgaonkar, Deepak K., Suri, Jasjit S.

  • 出版商: IOP Publishing Ltd
  • 出版日期: 2022-12-08
  • 售價: $6,820
  • 貴賓價: 9.5$6,479
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0750325909
  • ISBN-13: 9780750325905
  • 相關分類: 微波工程 Microwave
  • 海外代購書籍(需單獨結帳)

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商品描述

This reference text explores cutting edge research into the detection of breast cancer using Microwave Imaging. Early breast cancer detection is vital for reducing mortality rates. Within this book Microwave scattering and microwave imaging based cancer detection are analysed as well as breast anatomy and breast cancer types. The book discusses 3-D level set based optimization as well as the Finite difference time domain (FDTD) technique. Advanced methods in image reconstruction techniques and Group Theory are explained with application to computation reduction. Machine learning-based advanced methods are also described for breast cancer detection.


This book is highly useful for the academic community working in biomedical imaging, electromagnetic and microwave imaging, breast cancer imaging, inverse scattering and optimization.


Key Features:


  • Breast cancer screening techniques are described and with advantages and disadvantages


  • Multiple frequency inverse scattering is discussed


  • Microwave imaging basics with detection analysis are explained in detail


  • Includes 3-D level set based optimization


  • Presents advanced methods on image-based reconstruction techniques


商品描述(中文翻譯)

這本參考書探討了使用微波成像檢測乳腺癌的前沿研究。早期乳腺癌的檢測對於降低死亡率至關重要。本書分析了微波散射和基於微波成像的癌症檢測,以及乳腺解剖學和乳腺癌類型。書中討論了基於三維水平集的優化方法以及有限差分時域(Finite difference time domain, FDTD)技術。進階的影像重建技術和群論的應用也被解釋,並應用於計算減少。書中還描述了基於機器學習的進階方法,用於乳腺癌檢測。

這本書對於從事生物醫學成像、電磁和微波成像、乳腺癌成像、逆散射和優化的學術界非常有用。

主要特點:

- 描述了乳腺癌篩檢技術及其優缺點
- 討論了多頻率逆散射
- 詳細解釋了微波成像基礎及檢測分析
- 包含基於三維水平集的優化
- 提供影像重建技術的進階方法