579 search results - page 1 / 116 » Machine learning methods for metabolic pathway prediction |
BMCBI
2010
13 years 4 months ago
2010
Background: A key challenge in systems biology is the reconstruction of an organism's metabolic network from its genome sequence. One strategy for addressing this problem is ...
CIBCB
2005
IEEE
13 years 6 months ago
2005
IEEE
—Metabolic pathways are crucial to our understanding of biology. The speed at which new organisms are being sequenced is outstripping our ability to experimentally determine thei...
CMSB
2004
Springer
13 years 10 months ago
2004
Springer
In this paper we present a methodology to estimate rates of enzymatic reactions in metabolic pathways. Our methodology is based on applying stochastic logic learning in ensemble le...
WABI
2009
Springer
13 years 11 months ago
2009
Springer
Background: This paper considers the problem of identifying pathways through metabolic networks that relate to a specific biological response. Our proposed model, HME3M, first ide...
IJBRA
2006
13 years 4 months ago
2006
: Many diseases, especially solid tumors, involve the disruption or deregulation of cellular processes. Most current work using gene expression and other high-throughput data, simp...