Computational Intelligence and Image Processing in Medical Applications
暫譯: 醫療應用中的計算智慧與影像處理
C H Chen
- 出版商: World Scientific Pub
- 出版日期: 2022-07-08
- 售價: $5,250
- 貴賓價: 9.5 折 $4,988
- 語言: 英文
- 頁數: 336
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 9811257442
- ISBN-13: 9789811257445
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相關主題
商品描述
In recent years, there have been significant progress in computational intelligence and image processing with machine learning and deep learning as important components of modern artificial intelligence. All these progresses face challenges in dealing with Covid-19 pandemic for detection and treatment.
This comprehensive compendium provides not only updated advances of computational intelligence and image processing in the detection and treatment of Covid-19, but also other medical applications such as in cancer detection and cardiovascular diseases, etc. More traditional approaches such as 2D segmentation and 3D reconstruction are included.
The useful reference text is an updated version of the edited title, Computer Vision in Medical Imaging (World Scientific, 2014) and its companion volume, Frontiers of Medical Imaging (World Scientific, 2015). The book is written for engineers, scientists and the medical community to meet the increased challenges in medical applications.
商品描述(中文翻譯)
近年來,計算智能和影像處理方面取得了重大進展,其中機器學習和深度學習是現代人工智慧的重要組成部分。所有這些進展在應對 Covid-19 大流行的檢測和治療方面面臨挑戰。
這本綜合性彙編不僅提供了計算智能和影像處理在 Covid-19 檢測和治療中的最新進展,還涵蓋了其他醫療應用,例如癌症檢測和心血管疾病等。還包括了更傳統的方法,如 2D 分割和 3D 重建。
這本有用的參考書是編輯書籍《醫學影像中的計算機視覺》(World Scientific, 2014)及其伴隨卷《醫學影像的前沿》(World Scientific, 2015)的更新版本。該書旨在幫助工程師、科學家和醫療界應對醫療應用中日益增加的挑戰。