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» Estimation of the Rate-Distortion Function
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BMCBI
2008
135views more  BMCBI 2008»
15 years 3 months ago
Inferring the role of transcription factors in regulatory networks
Background: Expression profiles obtained from multiple perturbation experiments are increasingly used to reconstruct transcriptional regulatory networks, from well studied, simple...
Philippe Veber, Carito Guziolowski, Michel Le Borg...
127
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BMCBI
2008
115views more  BMCBI 2008»
15 years 3 months ago
Genome-scale cluster analysis of replicated microarrays using shrinkage correlation coefficient
Background: Currently, clustering with some form of correlation coefficient as the gene similarity metric has become a popular method for profiling genomic data. The Pearson corre...
Jianchao Yao, Chunqi Chang, Mari L. Salmi, Yeung S...
128
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BMCBI
2008
111views more  BMCBI 2008»
15 years 3 months ago
SimHap GUI: An intuitive graphical user interface for genetic association analysis
Background: Researchers wishing to conduct genetic association analysis involving single nucleotide polymorphisms (SNPs) or haplotypes are often confronted with the lack of user-f...
Kim W. Carter, Pamela A. McCaskie, Lyle J. Palmer
149
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BMCBI
2007
160views more  BMCBI 2007»
15 years 3 months ago
Identifying protein complexes directly from high-throughput TAP data with Markov random fields
Background: Predicting protein complexes from experimental data remains a challenge due to limited resolution and stochastic errors of high-throughput methods. Current algorithms ...
Wasinee Rungsarityotin, Roland Krause, Arno Sch&ou...
114
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BMCBI
2007
119views more  BMCBI 2007»
15 years 3 months ago
A dynamic programming approach for the alignment of signal peaks in multiple gas chromatography-mass spectrometry experiments
Background: Gas chromatography-mass spectrometry (GC-MS) is a robust platform for the profiling of certain classes of small molecules in biological samples. When multiple samples ...
Mark D. Robinson, David P. De Souza, Woon Wai Keen...