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Biobanks can give researchers access to data representing a large number of people. Samples in biobanks and the data derived from those samples can often be used by multiple researchers for cross purpose research studies. For example, many diseases are associated with single-nucleotide polymorphisms.
Dryad: repository of data underlying scientific publications in the basic and applied biosciences; Edinburgh Mouse Atlas; EPD Eukaryotic Promoter Database; FINDbase (the Frequency of INherited Disorders database) GigaDB: repository of large scale datasets underlying scientific publications in the biological and biomedical research
The difference between data analysis and data mining is that data analysis is used to test models and hypotheses on the dataset, e.g., analyzing the effectiveness of a marketing campaign, regardless of the amount of data. In contrast, data mining uses machine learning and statistical models to uncover clandestine or hidden patterns in a large ...
Within software engineering, the mining software repositories [1] (MSR) field [2] analyzes the rich data available in software repositories, such as version control repositories, mailing list archives, bug tracking systems, issue tracking systems, etc. to uncover interesting and actionable information about software systems, projects and software engineering.
A virtual biobank is a virtual repository which provides data extracted from and characterizing samples stored at classical biobanks. [1] Virtual biobanks are large databases and can provide high-resolution images of samples as well as other characteristic data. These virtual biobanks can be accessed via specialized software or web portals.
This method is typically utilized if the media is going to be re-used within the organization at a similar data security level. Purged – May use physical (degaussing) or logical methods (sector overwrite) to make the target media unreadable. Typically utilized when media is no longer needed and is at a lower level of data security level.
A biobank is a physical place which stores biological specimens.In some cases, participant data is also collected and stored. Access policies details may vary across biobanks but generally involve obtaining ethics approval from institutional review boards (IRB) and scientific review or peer review approval from the institutions under which the biobanks operate as well as Ethics approval from ...
A federated database system (FDBS) is a type of meta-database management system (DBMS), which transparently maps multiple autonomous database systems into a single federated database. The constituent databases are interconnected via a computer network and may be geographically decentralized.