Biomedical Research and Integrated Biobanking: An Innovative Paradigm for Heterogeneous Data Management

Buch | Hardcover
XX, 104 Seiten
2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-31240-8 (ISBN)

Lese- und Medienproben

Biomedical Research and Integrated Biobanking: An Innovative Paradigm for Heterogeneous Data Management - Massimiliano Izzo
106,99 inkl. MwSt

This doctoral thesisreports on an innovative data repository offering adaptive metadata managementto maximise information sharing and comprehension in multidisciplinary andgeographically distributed collaborations.  It approaches metadata as a fluid,loosely structured and dynamical process rather than a fixed product, anddescribes the development of a novel data management platform based on aschemaless JSON data model, which represents the first fully JSON-basedmetadata repository designed for the biomedical sciences. Results obtainedin various application scenarios (e.g. integrated biobanking, functionalgenomics and computational neuroscience) and corresponding performance testsare reported on in detail. Last but not least, the book offers a systematicoverview of data platforms commonly used in the biomedical sciences, togetherwith a fresh perspective on the role of and tools for data sharing andheterogeneous data integration in contemporary biomedical research.

Background.- Motivation and State of the Art.- The JSON-based DataModel.- Results: the Integrated Biobanking Use Case.- Results: XTENS 2, a JSON-Compliant Repository.- Discussion.- Conclusions.

Erscheinungsdatum
Reihe/Serie Springer Theses
Zusatzinfo XX, 104 p. 27 illus., 16 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Datenbanken
Informatik Weitere Themen Bioinformatik
Medizin / Pharmazie Physiotherapie / Ergotherapie Orthopädie
Technik
Schlagworte Bioinformatics • biomedical engineering • Computational Biology/Bioinformatics • Database Management • Data Sharing in Biobanking • Engineering • Extensible Data Models • Life Science Data Management • Managing Metadata Repositories • Many-to-many Associations • Metadata Model • Metadata Standardization • SchemalessData Model • XTENS
ISBN-10 3-319-31240-5 / 3319312405
ISBN-13 978-3-319-31240-8 / 9783319312408
Zustand Neuware
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