Breath Analysis for Medical Applications
暫譯: 醫療應用的呼吸分析
David Zhang, Dongmin Guo, Ke Yan
- 出版商: Springer
- 出版日期: 2017-07-03
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 309
- 裝訂: Hardcover
- ISBN: 9811043213
- ISBN-13: 9789811043215
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商品描述
This book describes breath signal processing technologies and their applications in medical sample classification and diagnosis. First, it provides a comprehensive introduction to breath signal acquisition methods, based on different kinds of chemical sensors, together with the optimized selection and fusion acquisition scheme. It then presents preprocessing techniques, such as drift removing and feature extraction methods, and uses case studies to explore the classification methods. Lastly it discusses promising research directions and potential medical applications of computerized breath diagnosis. It is a valuable interdisciplinary resource for researchers, professionals and postgraduate students working in various fields, including breath diagnosis, signal processing, pattern recognition, and biometrics.
商品描述(中文翻譯)
本書描述了呼吸信號處理技術及其在醫療樣本分類和診斷中的應用。首先,它提供了基於不同類型化學傳感器的呼吸信號獲取方法的全面介紹,以及優化的選擇和融合獲取方案。接著,介紹了預處理技術,如去漂移和特徵提取方法,並通過案例研究探討分類方法。最後,討論了計算機化呼吸診斷的有前景的研究方向和潛在醫療應用。這是一本對於從事呼吸診斷、信號處理、模式識別和生物識別等各個領域的研究人員、專業人士和研究生來說,具有價值的跨學科資源。