Big Data, Big Knowledge: Big Data for Personalized Healthcare
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Big Data, Big Knowledge: Big Data for Personalized Healthcare
Abstract— Big Data, Big Knowledge: Big Data for Personalized Healthcare. The idea that the purely phenomenological knowledge that we can extract by analyzing large amounts of data can be useful in healthcare seems to contradict the desire of VPH researchers to build detailed mechanistic models for individual patients. But in practice no model is ever entirely phenomenological or entirely mechanistic. We propose that big data < Final Year Projects 2016 > analytics can be successfully combined with VPH technologies to produce robust and effective in silico medicine solutions. In order to do this, big data technologies must be further developed to cope with some specific requirements that emerge from this application. Such requirements are: working with sensitive data; analytics of complex and heterogeneous data spaces, including nontextual information.
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