Biomedical Signal Analysis for Connected Healthcare
暫譯: 連接醫療的生物醫學信號分析
Krishnan, Sridhar
- 出版商: Academic Press
- 出版日期: 2021-06-25
- 售價: $5,470
- 貴賓價: 9.5 折 $5,197
- 語言: 英文
- 頁數: 270
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0128130865
- ISBN-13: 9780128130865
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商品描述
Biomedical Signal Analysis for Connected Healthcare provides rigorous coverage on several generations of techniques, including time domain approaches for event detection, spectral analysis for interpretation of clinical events of interest, time-varying signal processing for understanding dynamical aspects of complex biomedical systems, the application of machine learning principles in enhanced clinical decision-making, the application of sparse techniques and compressive sensing in providing low-power applications that are essential for wearable designs, the emerging paradigms of the Internet of Things, and connected healthcare.
- Provides comprehensive coverage of biomedical engineering, technologies, and healthcare applications of various physiological signals
- Covers vital signals, including ECG, EEG, EMG and body sounds
- Includes case studies and MATLAB code for selected applications
商品描述(中文翻譯)
《生醫信號分析與連接醫療》提供了對幾代技術的嚴謹探討,包括事件檢測的時間域方法、用於解釋臨床事件的頻譜分析、理解複雜生醫系統動態特性的時間變化信號處理、在增強臨床決策中應用機器學習原則、在提供對可穿戴設計至關重要的低功耗應用中應用稀疏技術和壓縮感知、以及物聯網和連接醫療的新興範式。
- 提供生醫工程、技術及各種生理信號在醫療應用中的全面覆蓋
- 涵蓋重要信號,包括心電圖 (ECG)、腦電圖 (EEG)、肌電圖 (EMG) 和身體聲音
- 包含選定應用的案例研究和 MATLAB 代碼