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Titlebook: Computational Intelligence Methods for Bioinformatics and Biostatistics; 8th International Me Elia Biganzoli,Alfredo Vellido,Roberto Taglia

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发表于 2025-3-21 20:07:22 | 显示全部楼层 |阅读模式
书目名称Computational Intelligence Methods for Bioinformatics and Biostatistics
副标题8th International Me
编辑Elia Biganzoli,Alfredo Vellido,Roberto Tagliaferri
视频videohttp://file.papertrans.cn/233/232386/232386.mp4
概述State-of-the-art research.Fast-track conference proceedings.Unique visibility
丛书名称Lecture Notes in Computer Science
图书封面Titlebook: Computational Intelligence Methods for Bioinformatics and Biostatistics; 8th International Me Elia Biganzoli,Alfredo Vellido,Roberto Taglia
描述This book constitutes the thoroughly refereed post-proceedings of the 8th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2011, held in Gargnano del Garda, Italy, in June/July 2011. The 19 papers, presented together with 2 keynote speeches, were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on statistical learning, genomics, computational intelligence for health at the edge, proteomics, intelligent clinical decision support systems (i-CDSS), bioinformatics, and data clustering.
出版日期Conference proceedings 2012
关键词biomolecular databases; combinatorial optimization; gene expression analysis; machine learning; protein
版次1
doihttps://doi.org/10.1007/978-3-642-35686-5
isbn_softcover978-3-642-35685-8
isbn_ebook978-3-642-35686-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer-Verlag Berlin Heidelberg 2012
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A Bioinformatics Procedure to Identify and Annotate Somatic Mutations in Whole-Exome Sequencing Dataation and visualization of results. We analyzed whole exome sequencing data from 3 leukemic patients and 3 paired controls plus 1 colon cancer sample and paired control. The results were validated by Sanger sequencing.
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Self-similarity in Physiological Time Series: New Perspectives from the Temporal Spectrum of Scale Elevels of cardiac sympatho/vagal balance. Results reveal the limits of the traditional “lumped-parameter” approach, and provide information on the role of autonomic outflows in determining cardiovascular self-similarity.
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Case/Control Prediction from Illumina Methylation Microarray’s , and Two-Color Channels in the Presethan . and ., interpreting that U’s low prediction impacts negatively the one of .. We also confirm that without proper batch effect cancellation, non-biological variance hides the biological signal, making impractical the prediction of case status.
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,Stochastik – eine Wissenschaft für sich,ation and visualization of results. We analyzed whole exome sequencing data from 3 leukemic patients and 3 paired controls plus 1 colon cancer sample and paired control. The results were validated by Sanger sequencing.
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Theorie der stochastischen Prozesse,ls are evaluated according to their accuracy, simplicity and medical interpretability. We also explore the influence of redundancy in the modelling process. Our results suggest that a moderate amount of redundant metabolites can actually enhance class-separability and therefore accuracy.
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https://doi.org/10.1007/978-3-0348-5802-1than . and ., interpreting that U’s low prediction impacts negatively the one of .. We also confirm that without proper batch effect cancellation, non-biological variance hides the biological signal, making impractical the prediction of case status.
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