| 书目名称 | Health Informatics Data Analysis | | 副标题 | Methods and Examples | | 编辑 | Dong Xu,May D. Wang,Yunpeng Cai | | 视频video | | | 概述 | Offers a comprehensive overview of biomedical data types and explains why and how to examine types of data.Chapters provide both field overviews and sample analysis.Examines OMICs, an increasingly cri | | 丛书名称 | Health Information Science | | 图书封面 |  | | 描述 | This book provides a comprehensive overview of different biomedical data types, including both clinical and genomic data. Thorough explanations enable readers to explore key topics ranging from electrocardiograms to Big Data health mining and EEG analysis techniques. Each chapter offers a summary of the field and a sample analysis. Also covered are telehealth infrastructure, healthcare information association rules, methods for mass spectrometry imaging, environmental biodiversity, and the global nonlinear fitness function for protein structures. Diseases are addressed in chapters on functional annotation of lncRNAs in human disease, metabolomics characterization of human diseases, disease risk factors using SNP data and Bayesian methods, and imaging informatics for diagnostic imaging marker selection..With the exploding accumulation of Electronic Health Records (EHRs), there is an urgent need for computer-aided analysis of heterogeneous biomedical datasets. Biomedical data is notorious for its diversified scales, dimensions, and volumes, and requires interdisciplinary technologies for visual illustration and digital characterization. Various computer programs and servers have been | | 出版日期 | Book 2017 | | 关键词 | Health informatics; Bioinformatics; Electrocardiogram; EEG; Biomedical image; Image fusion; Electronic hea | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-44981-4 | | isbn_softcover | 978-3-319-83178-7 | | isbn_ebook | 978-3-319-44981-4Series ISSN 2366-0988 Series E-ISSN 2366-0996 | | issn_series | 2366-0988 | | copyright | Springer International Publishing Switzerland 2017 |
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发表于 2025-3-21 17:12:29
