توضیحات
ABSTRACT
Science, and the way we undertake research, is changing. The increasing rate of data generation across all scientific disciplines is providing incredible opportunities for data-driven research, with the potential to transform our current practices. The exploitation of so-called ‘big data’ will enable us to undertake research projects never previously possible but should also stimulate a re-evaluation of all our data practices. Data-driven medicinal chemistry approaches have the potential to improve decision making in drug discovery projects, providing that all researchers embrace the role of ‘data scientist’ and uncover the meaningful relationships and patterns in available data
INTRODUCTION
How we manage and explore data is not a new topic in pharmaceutical research but has become acutely more important as the perception grows that we are now producing data at a faster rate than we can analyse, interpret and base decisions upon it. Data-driven drug design is dependent on medicinal chemists (computational and synthetic) dealing with the growth in data volumes and finding ways to convert these resources into better decisions.
Data-driven research has two interconnected and equal branches
i. Ensuring the most benefit can be extracted from the data you generate internally.
ii. Incorporating externally available data resources into your decision making.
The term ‘big data’ has recently entered the common lexicon with the mainstream media regularly discussing the implications and opportunities of data as the ‘new oil’. The subject is most often presented in the context of business intelligence and the use of information resources and social media to understand and target consumers better. The apparent big-data revolution is, however, just as relevant in scientific research, with a growing need to manage increasing data resources and utilise the potential to enable a greater degree of data-driven decision making
Year : 2013
Publisher : ELSVIER
By : Scott J. Lusher, Ross McGuire, Rene´ C. van Schaik, C. David Nicholson and Jacob de Vlieg
File Information : English Language / 10 Page /Size : 1.8 M
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سال : 2013
ناشر : ELSVIER
کاری از : Scott J. Lusher, Ross McGuire, Rene´ C. van Schaik, C. David Nicholson and Jacob de Vlieg
اطلاعات فایل : زبان انگلیسی / 10 صفحه / حجم : 1.8 M
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