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ICASSP
2011
IEEE
14 years 1 months ago
Biological pathway inference using manifold embedding
Disease occurs due to aberrant modulation of biological pathways. Identification of activated gene pathways from gene expression data is an important problem. In this work, we de...
Arvind Rao, Alfred O. Hero
BIBE
2007
IEEE
113views Bioinformatics» more  BIBE 2007»
15 years 4 months ago
Quantitative and Probabilistic Modeling in Pathway Logic
—This paper presents a study of possible extensions of Pathway Logic to represent and reason about semiquantitative and probabilistic aspects of biological processes. The underly...
Alessandro Abate, Yu Bai, Nathalie Sznajder, Carol...
BMCBI
2006
181views more  BMCBI 2006»
14 years 10 months ago
Automatic pathway building in biological association networks
Background: Scientific literature is a source of the most reliable and comprehensive knowledge about molecular interaction networks. Formalization of this knowledge is necessary f...
Anton Yuryev, Zufar Mulyukov, Ekaterina Kotelnikov...
BMCBI
2007
145views more  BMCBI 2007»
14 years 10 months ago
BioPP: a tool for web-publication of biological networks
Background: Cellular processes depend on the function of intracellular molecular networks. The curation of the literature relevant to specific biological pathways is important for...
Ganesh A. Viswanathan, German Nudelman, Sonali Pat...
BMCBI
2006
145views more  BMCBI 2006»
14 years 10 months ago
GEM System: automatic prototyping of cell-wide metabolic pathway models from genomes
Background: Successful realization of a "systems biology" approach to analyzing cells is a grand challenge for our understanding of life. However, current modeling appro...
Kazuharu Arakawa, Yohei Yamada, Kosaku Shinoda, Yo...