Genomics Portals: integrative web-platform for mining genomics data
نویسندگان
چکیده
منابع مشابه
Predictive Data Mining for Integrative Functional Genomics
In this thesis a computational platform for integrative profiling tasks is presented. Given a functional prediction task on high-throughput datasets, products of one or more genomic technologies, a system of bioinformatics and machine learning algorithms was designed to obtain ranked sets of biological features from predictive classifiers. The new platform includes methods for data preprocessin...
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Motivation: Analyzing data from multi-platform genomics experiments combined with patients’ clinical outcomes helps us understand the complex biological processes that characterize a disease, as well as how these processes relate to the development of the disease. Current integration approaches that treat the data are limited in that they do not consider the fundamental biological relationships...
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Knowledge discovery from genomic data has become an important research area for biologists. Nowadays, a lot of data is available on the web, but the corresponding knowledge is not necessarly also available. For example, the first draft of the human genome, which contains 3×109 letters, has been achieved in June 2000, but up to now only a small part of the hidden knowledge has been discovered. T...
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Knowledge discovery from genomic data has become an important research area for biologists. Nowadays, a lot of data is available on the Web, but it is wrong to say that corresponding knowledge is also available. For example, the first draft of the human genome, which contains 3,000,000,000 letters, was achieved in June 2000, but, up to now, only a small part of the hidden knowledge has been dis...
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BACKGROUND With the advent of inexpensive assay technologies, there has been an unprecedented growth in genomics data as well as the number of databases in which it is stored. In these databases, sample annotation using ontologies and controlled vocabularies is becoming more common. However, the annotation is rarely available as Linked Data, in a machine-readable format, or for standardized que...
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ژورنال
عنوان ژورنال: BMC Genomics
سال: 2010
ISSN: 1471-2164
DOI: 10.1186/1471-2164-11-27