Biomedical Signal Analysis: Contemporary Methods and Applications

描述（由申请人提供）： 这个项目的目标是写一本专著，题为“生物医学信号分析：当代方法和应用”，已经与麻省理工学院出版社签约。有必要在一个单一的资源编译信号分析概念，成像技术，探索性的多变量方法，信号网络及其接口与治疗，以及在表达为基础的功能基因组学的例子，在一个博览会，强调生物医学信号处理领域的一致性。到目前为止，文献中还没有这样的资源。建议的专著，伴随着一个CD与编程的例子，解决了这一需要。它将提供一系列经过验证的新方法，这些方法在这十年的现代医学信号中，在改善生物医学信号质量以及分析和解释方面发挥着主导作用。这些方法与《2010年健康人》的总体目标之一有关，因为它们解决了与改善重大疾病诊断有关的问题。 本书的重点在于汇编和组织与生物信号建模相关的信息处理的广泛的新方法，建模和应用，因此将补充现有的生物医学信号分析书籍，主要集中在时频表示和特征提取。它将在跨学科科学界得到广泛的关注：对于那些新进入该领域的人来说，它是一种新颖的综合方法，也是经验丰富的研究人员的独特参考工具。不同的读者可以从拟议的专著中受益：这本书的目的不仅是综合这个快速发展的领域的不同文献，但在这样做的时候，培养新的观点，新的问题，以及对生物信号处理机制的更广泛的理解。网上资源，如光盘和超链接将提供。将建立一个网站，作为相关资源的完整指南，还将载有参考材料使用方法指南。这些特点对于一本好的参考书来说是无价的。

DESCRIPTION (provided by applicant): The objective of this project is to write a monograph titled "Biomedical Signal Analysis: Contemporary Methods and Applications" already contracted with the MIT Press. There is a need to compile in a single resource the vast range of signal analysis concepts, imaging techniques, exploratory multivariate methods, signaling networks and their interfaces with therapeutics, as well as examples in expression-based functional genomics, in an exposition that emphasizes the coherence of the field of biomedical signal processing. To date, no such resource exists in the literature. The proposed monograph, accompanied by a CD with programming examples, addresses this need. It will present a complete range of proven and new methods, which play a leading role in the improvement of the biomedical signal quality as well as the analysis and interpretation, in the modern medical signals of this decade. These methods are related to one of the overarching goals of Healthy People 2010, in that they address issues related to an improved diagnosis of major diseases. The emphasis of the book lies in the compilation and organization of a breadth of new approaches, modeling, and applications from information processing relevant to biosignal modeling, and thus will be complementary to existing books on biomedical signal analysis, which primarily focus on time-frequency representations and feature extraction. It will receive wide-spread attention in an interdisciplinary scientific community: for those new to the field as a novel synthesis and a unique reference tool for experienced researchers. Different audiences can benefit from the proposed monograph: the book aims not only to synthesize the disparate literature of this fast moving field, but, in doing so, to foster new perspectives, new questions, and a broader understanding of the mechanisms of biosignal processing. On-line resources such as CD and hyperlinks will be provided. A website will be constructed to serve as a complete guide to relevant related resources and will also contain methodological guidance for the use of the reference material. These features are invaluable for a sound reference book.