Modelling and Analysis of Active Biopotential Signals in Healthcare
暫譯: 醫療保健中主動生物電位信號的建模與分析
Bajaj, Varun, Sinha, Ganesh R.
商品描述
Biopotential signals are often used by physicians to measure the activities of organs and tissues in the human body. This book describes the sources and characteristics of different biopotential signals and provides an understanding of how a range of signals can be modelled and analysed. The resulting information can be used to assist in the identification of disorders such as epilepsy, schizophrenia, PTSD and heart disease, among others. An emphasis is placed on the real challenges in biopotential signal processing due to the complex and non-stationary nature of signals.
Following on from volume one, this book starts with a collection of chapters covering some of the latest developments in electroencephalography (EEG) signal analysis, then moves on to applications of electrocardiography (ECG) and otoscope signals. The volume concludes with a discussion of other monitoring techniques. The chapters include biomedical examples and discussions of how each method can be used to study human organs. It is a valuable guide for all researchers and practitioners who are engaged in studies and research in the area of biomedical signals and their applications.
Key Features
- Modelling and acquisition of biomedical signals for different disorders
- Implementation of methodologies and their impact on different cases
- Case studies and research directions
- Design and simulation examples
商品描述(中文翻譯)
生物電位信號常被醫生用來測量人體內器官和組織的活動。本書描述了不同生物電位信號的來源和特徵,並提供了如何對一系列信號進行建模和分析的理解。所得到的信息可用於協助識別癲癇、精神分裂症、創傷後壓力症候群(PTSD)和心臟病等疾病。特別強調了由於信號的複雜性和非穩態性,生物電位信號處理所面臨的實際挑戰。
本書在第一卷的基礎上,首先收錄了一些有關腦電圖(EEG)信號分析的最新發展的章節,然後轉向心電圖(ECG)和耳鏡信號的應用。該卷最後討論了其他監測技術。各章節包括生物醫學範例,並討論了每種方法如何用於研究人體器官。這是一本對所有從事生物醫學信號及其應用研究的研究人員和實踐者來說都非常有價值的指南。
主要特點:
- 針對不同疾病的生物醫學信號建模和獲取
- 方法學的實施及其對不同案例的影響
- 案例研究和研究方向
- 設計和模擬範例