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Contents tagged “cancer biology”

There is only one content with the tag “cancer biology”:

  1. Big Data and biological knowledge

    Big Data and biological knowledge

    Predictability and the Unpredictable. Life, Evolution and Behaviour


    Can big data replace theoretical thinking? How should these technics be used? A critical discussion on the use of big data in biology.

    Manuscript Citation Full text

    Abstract:

    Some authors assert that the analysis of huge databases could replace the scientific method. On the contrary, we argue that the best way to make these new technologies bear fruits is to frame them with theories concerning the phenomena of interest. Such theories hint to the observable that should be taken into account and the mathematical structures that may link them. In biology, we argue that the community urgently needs an overarching theory of organisms that would provide a precise framework to understand lifecycles. Among other benefits, such a theory should make explicit what we can and cannot predict in principle.

    Keywords: Big Data, biological variation, cancer biology, knowledge, theory

    Citation:

    Montévil, Maël, and G. Longo. 2018. “Big Data and Biological Knowledge.” In Predictability and the Unpredictable. Life, Evolution and Behaviour, edited by Giulia Frezza and David Ceccarelli, 133–44. Roma: CNR Edizioni

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