Biomedical research and integrated biobanking : an innovative paradigm for heterogeneous data management / by Massimiliano Izzo
By: Izzo, Massimiliano
Contributor(s): SpringerLink (Online service)
Material type:
E-bookSeries: Springer Theses, Recognizing Outstanding Ph.D. ResearchPublisher: Cham : Springer, 2016Edition: 1st ed.Description: 1 recurso en línea (XX, 104 p.) : 27 ilustraciones, 16 ilustraciones en color.ISBN: 9783319312415.Subject: Bioinformática
| Item type | Current library | Collection | Call number | Copy number | Status | Date due | Barcode | Item holds | |
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LIBRO-E NO PRÉSTAMO
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Madrid Digital Acceso Electrónico (UEM) | Ciencias de la Salud | QH324.2 .I99 2016 EB (Browse shelf(Opens below)) | .i11593830 | Acceso electrónico | eBOOK .i11593830 |
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| QH324.2 I546 2018 EB Information- and Communication Theory in Molecular Biology | QH324.2 .I58 2016 EB 10th International Conference on Practical Applications of Computational Biology & Bioinformatics | QH324.2 .I834 2006 EB Introduction to Mathematical Methods in Bioinformatics | QH324.2 .I99 2016 EB Biomedical research and integrated biobanking : an innovative paradigm for heterogeneous data management | QH324.2 J66 2004 EB An introduction to bioinformatics algorithms | QH324.2 J835 2015 EB Analysis of biological processes : Verbal description, schemes, and mathematical models | QH324.2 .K66 2014 EB Systems biology : functional strategies of living organisms |
Background -- Motivation and State of the Art -- The JSON-based Data Model -- Results: the Integrated Biobanking Use Case -- Results: XTENS 2, a JSON-Compliant Repository -- Discussion -- Conclusions
This doctoral thesis reports on an innovative data repository offering adaptive metadata management to maximise information sharing and comprehension in multidisciplinary and geographically distributed collaborations. It approaches metadata as a fluid, loosely structured and dynamical process rather than a fixed product, and describes the development of a novel data management platform based on a schemaless JSON data model, which represents the first fully JSON-based metadata repository designed for the biomedical sciences. Results obtained in various application scenarios (e.g. integrated biobanking, functional genomics and computational neuroscience) and corresponding performance tests are reported on in detail. Last but not least, the book offers a systematic overview of data platforms commonly used in the biomedical sciences, together with a fresh perspective on the role of and tools for data sharing and heterogeneous data integration in contemporary biomedical research
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