Biomedical Signal Analysis: Contemporary Methods and Applications

生物医学信号分析：当代方法和应用

• 批准号: 8145191
• 负责人: ANKE ANKE_MEYER-BAESE MEYER-BAESE
• 金额: $ 5万
• 依托单位: FLORIDA STATE UNIVERSITY
• 依托单位国家: 美国
• 财政年份: 2010
• 资助国家: 美国
• 起止时间: 2010-09-30 至 2013-09-29
• 项目状态: 已结题
• 来源: https://reporter.nih.gov/project-details/8145191
• 关键词: Address; Attention; Books; Communities; Contracts; Diagnosis; Disease; Fostering; Frequencies; Goals; Healthy People 2010; Imaging Techniques; Literature; Medical; Methods; Modeling; Monograph; Play; Process; Reference Books; Research Personnel; Resources; Role; Signal Transduction; Therapeutic; Time; Writing; base; computerized data processing; experience; functional genomics; improved; information processing; novel; novel strategies; programs; sound; tool; web site; Address; Attention; Books; Communities; Contracts; Diagnosis; Disease; Fostering; Frequencies; Goals; Healthy People 2010; Imaging Techniques; Literature; Medical; Methods; Modeling; Monograph; Play; Process; Reference Books; Research Personnel; Resources; Role; Signal Transduction; Therapeutic; Time; Writing; base; computerized data processing; experience; functional genomics; improved; information processing; novel; novel strategies; programs; sound; tool; web site

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.

描述（由申请人提供）： 该项目的目的是写一篇名为“生物医学信号分析：现代方法和应用”的专着，已经与麻省理工学院出版社签约。需要在单个资源中编译大量信号分析概念，成像技术，探索性多元方法，信号网络及其与治疗学的接口，以及基于表达的功能本质学中的示例，以强调生物医学信号处理领域的相干性。迄今为止，文献中还没有这种资源。拟议的专着伴随着编程示例的CD，可以解决这一需求。它将提供一系列已验证的新方法，在这十年的现代医学信号中，这些方法在改善生物医学信号质量以及分析和解释方面起着领先作用。这些方法与2010年健康人的总体目标之一有关，因为它们解决了与重大疾病诊断有关的问题。 这本书的重点在于，与生物信号建模相关的信息处理的新方法，建模和应用的范围，因此将与现有的有关生物医学信号分析的书籍进行补充，这些书籍主要集中在时间频率表示上，并提出提取。它将在跨学科的科学界受到广泛关注：对于那些新手的那些作为新颖的综合和有经验的研究人员的独特参考工具的人来说。不同的受众可以从拟议的专着中受益：这本书不仅旨在综合这个快速发展的领域的不同文献，而且为了培养新观点，新问题，以及对生物信号处理机制的更广泛的了解。将提供在线资源，例如CD和超链接。将构建网站以作为相关相关资源的完整指南，还将包含使用参考材料的方法学指导。这些功能对于合理的参考书是无价的。