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Data Mining Techniques for the Life Sciences. Third Edition 2022

Data Mining Techniques for the Life Sciences. Third Edition 2022

・ISBN 978-1-0716-2097-7 paper EUR 129.99

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お気に入り
著者・編者Carugo, Oliviero / Eisenhaber, Frank (eds.),
シリーズ (Methods in Molecular Biology 2449)
出版社 (Springer-Verlag New York Inc., US)
出版年月2023
ページ数390 pp.
言語ENG
ニュース番号<A02-18765>

解説

This third edition details new and updated methods and protocols on important databases and data mining tools. Chapters guides readers through archives of macromolecular sequences and three-dimensional structures, databases of protein-protein interactions, methods for prediction conformational disorder, mutant thermodynamic stability, aggregation, and drug response. Quality of structural data and their release, soft mechanics applications in biology, and protein flexibility are considered, too, together with pan-genome analyses, rational drug combination screening and Omics Deep Mining. Written in the format of the highly successful Methods in Molecular Biology series, each chapter includes an introduction to the topic, lists necessary materials, includes step-by-step, readily reproducible protocols.

Authoritative and cutting-edge, Data Mining Techniques for the Life Sciences, Third Edition aims to be a practical guide to researches to help furthertheir study in this field.