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Bioinformatics : An Introduction / by Jeremy Ramsden
(Computational Biology. ISSN:26622432)

データ種別	電子ブック
版	4th ed. 2023.
出版者	(Cham : Springer International Publishing : Imprint: Springer)
出版年	2023
大きさ	XXII, 404 p. 44 illus., 4 illus. in color : online resource
著者標目	*Ramsden, Jeremy author SpringerLink (Online service)

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URL	巻　次	配架場所	請求記号	登録番号	コメント	刷　年	状　態	利用注記	ISBN	予約	請求メモ
URL		射水-電子	007	EB0004402	Computer Scinece R0 2005-6,2022-3				9783030456078

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一般注記	Introduction -- Part I: Overview -- Genotype, Phenotype and Environment -- Regulation and Control -- Evolution -- Origins of Life and Earth Prehistory -- Part II: Information -- The Nature of Information -- The Transmission of Information -- Sets and Combinatorics -- Probability and Likelihood -- Statistics and Causation -- Randomness and Complexity -- Systems and Networks -- Useful Algorithms -- Part III: Biology -- The Nature of Living Things -- The Molecules of Life -- Environment and Ecology -- Part IV: Omics -- Genomics -- Transcriptomics and Proteomics -- Microbiomics -- Viruses -- Single Cell Analysis and Multiomics -- Biological Signaling -- Regulatory Networks -- The Nervous System -- Phenomics -- Part V: Applications -- Medicine and Disease -- Drug Discovery -- Forensic investigation -- Pandemics -- Domestication -- The Organization of Knowledge This invaluable textbook presents a self-contained introduction to the field of bioinformatics. Providing a comprehensive breadth of coverage while remaining accessibly concise, the text promotes a deep understanding of the field, supported by basic mathematical concepts, an emphasis on biological knowledge, and a holistic approach that highlights the connections unifying bioinformatics with other areas of science. The thoroughly revised and enhanced fourth edition features new chapters focusing on regulation and control networks, the origins of life, evolution, statistics and causation, viruses, the microbiome, single cell analysis, drug discovery and forensic applications. This edition additionally includes new and updated material on the ontology of bioinformatics, data mining, ecosystems, and phenomics. Also covered are new developments in sequencing technologies, gene editing methods, and modelling of the brain, as well as state-of-the-art medical applications. Of special topicality is a new chapter on bioinformatics aspects of the coronavirus pandemic. Topics and features: Explains the fundamentals of set theory, combinatorics, probability, likelihood, causality, clustering, pattern recognition, randomness, complexity, systems, and networks Discusses topics on ontogeny, phylogeny, genome structure, and regulation, as well as aspects of molecular biology Critically examines the most significant practical applications, offering detailed descriptions of both the experimental process and the analysis of the data Provides a varied selection of problems throughout the book, to stimulate further thinking Encourages further reading through the inclusion of an extensive bibliography This classic textbook builds upon the successful formula of previous editions with coverage of the latest advances in this exciting and fast-moving field. With its interdisciplinary scope, this unique guide will prove to be an essential study companion to a broad audience of undergraduate and beginning graduate students, spanning computer scientists focusing on bioinformatics, students of the physical sciences seeking a helpful primer on biology, and biologists desiring to better understand the theory underlying important applications of information science in biology. Dr. Jeremy Ramsden is Hon. Prof. of Nanotechnology in the Department of Biomedical Research at the University of Buckingham, UK HTTP:URL=https://doi.org/10.1007/978-3-030-45607-8
件　名	LCSH:Bioinformatics LCSH:Cytology LCSH:Medicine -- Research 全ての件名で検索 LCSH:Biology -- Research 全ての件名で検索 FREE:Bioinformatics FREE:Computational and Systems Biology FREE:Cell Biology FREE:Biomedical Research
分　類	LCC:QH324.2-324.25 DC23:570.285
書誌ID	EB00003790
ISBN	9783030456078