10.6084/m9.figshare.938190.v1
Jason McDermott
Jason
McDermott
Making sense of large amounts of molecular data
figshare
2014
networks
data integration
topology
high-throughput data
pathway analysis
Microbiology
Virology
Computational Biology
Bioinformatics
Cancer
Infectious Diseases
Systems Biology
Diseases
Pathogenesis
Biomarkers
2014-02-19 07:16:52
Presentation
https://figshare.com/articles/presentation/Making_sense_of_large_amounts_of_molecular_data/938190
<p>The advent of multiple new technologies for measuring many components in biological systems offers a huge opportunity and challenge for researchers. How to make sense of the mountains of data that describe different aspects of the same, or similar, biological systems. I will describe some approaches we are taking to this problem in terms of statistical methods and data mining, network and pathway analysis, and generation of testable biological hypotheses. I will discuss applications of these approaches to study host-pathogen interactions and cancer, and talk about future opportunities and challenges in this area.</p>