Work

Data integration in the era of omics: current and future challenges

Year: 2014
Type: conference-abstract
Abstract: To integrate heterogeneous and large omics data constitutes not only a conceptual challenge but a practical hurdle in the daily analysis of omics data. With the rise of novel omics technologies and through large-scale consortia projects, biological systems are being further investigated at an unprecedented scale generating heterogeneous and often large data sets. These data-sets encourage researchers to develop novel data integration methodologies. In this introduction we review the definition and characterize current efforts on data integration in the life sciences. We have used a web-survey to assess current research projects on data-integration to tap into the views, needs and challenges as currently perceived by parts of the research community.
Language: English
Open Access status: gold
Estimated APC paid: $2,290
OpenAlex ID: W2097453652
Cites: 77
Cited by: 413
Related to: 10