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Methods in Computational Biology

dc.contributor.authorCarlson, Ross*
dc.contributor.authorSauro, Herbert*
dc.date.accessioned2021-02-11T19:26:58Z
dc.date.available2021-02-11T19:26:58Z
dc.date.issued2019*
dc.date.submitted2019-08-28 11:21:27*
dc.identifier35889*
dc.identifier.urihttps://directory.doabooks.org/handle/20.500.12854/53322
dc.description.abstractModern biology is rapidly becoming a study of large sets of data. Understanding these data sets is a major challenge for most life sciences, including the medical, environmental, and bioprocess fields. Computational biology approaches are essential for leveraging this ongoing revolution in omics data. A primary goal of this Special Issue, entitled “Methods in Computational Biology”, is the communication of computational biology methods, which can extract biological design principles from complex data sets, described in enough detail to permit the reproduction of the results. This issue integrates interdisciplinary researchers such as biologists, computer scientists, engineers, and mathematicians to advance biological systems analysis. The Special Issue contains the following sections:•Reviews of Computational Methods•Computational Analysis of Biological Dynamics: From Molecular to Cellular to Tissue/Consortia Levels•The Interface of Biotic and Abiotic Processes•Processing of Large Data Sets for Enhanced Analysis•Parameter Optimization and Measurement*
dc.languageEnglish*
dc.subjectT58.5-58.64*
dc.subject.classificationthema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industriesen_US
dc.subject.othern/a*
dc.subject.otherinosine*
dc.subject.otherimmune checkpoint inhibitor*
dc.subject.othergeometric singular perturbation theory*
dc.subject.othersimulation*
dc.subject.otherBioModels Database*
dc.subject.otherADAR*
dc.subject.othercalcium current*
dc.subject.otherbifurcation analysis*
dc.subject.otherbacterial biofilms*
dc.subject.othernonlinear dynamics*
dc.subject.otherexplanatory model*
dc.subject.otherturning point bifurcation*
dc.subject.otheroscillator*
dc.subject.otherworkflow*
dc.subject.otherbioreactor integrated modeling*
dc.subject.othermodeling methods*
dc.subject.otherelementary flux modes visualization*
dc.subject.othermultiscale systems biology*
dc.subject.otherevolutionary algorithm*
dc.subject.othermetabolic model*
dc.subject.otherdifferential evolution*
dc.subject.otherreduced-order model*
dc.subject.othercomputational model*
dc.subject.othergut microbiota dysbiosis*
dc.subject.othercanard-induced EADs*
dc.subject.othercomputational biology*
dc.subject.othermetabolic modelling*
dc.subject.othermethods*
dc.subject.otherSREBP-2*
dc.subject.othermechanistic model*
dc.subject.othersystems modeling*
dc.subject.otherbiological networks*
dc.subject.othermacromolecular composition*
dc.subject.otherprovenance*
dc.subject.otherflux balance analysis*
dc.subject.otherimmunotherapy*
dc.subject.othercompartmental modeling*
dc.subject.otherimmuno-oncology*
dc.subject.othermetabolic network visualization*
dc.subject.othermechanism*
dc.subject.otherbistable switch*
dc.subject.otherClostridium difficile infection*
dc.subject.otherbioreactor operation optimization*
dc.subject.othermicroRNA targeting*
dc.subject.otherCFD simulation*
dc.subject.otherbiomass reaction*
dc.subject.otherRNA editing*
dc.subject.otherordinary differential equation*
dc.subject.othermetabolic modeling*
dc.subject.othermass-action networks*
dc.subject.otherhybrid model*
dc.subject.othermultiple time scales*
dc.subject.otherquantitative systems pharmacology (QSP)*
dc.subject.othermathematical modeling*
dc.subject.othermicroRNA*
dc.subject.othercancer*
dc.subject.otherparameter optimization*
dc.subject.otherHopf bifurcation*
dc.subject.otherbreast*
dc.titleMethods in Computational Biology*
dc.typebook
oapen.identifier.doi10.3390/books978-3-03921-164-7*
oapen.relation.isPublishedBy46cabcaa-dd94-4bfe-87b4-55023c1b36d0*
oapen.relation.isbn9783039211630*
oapen.relation.isbn9783039211647*
oapen.pages214*
oapen.edition1st*


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Except where otherwise noted, this item's license is described as https://creativecommons.org/licenses/by-nc-nd/4.0/