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101
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BMCBI
2008
169views more  BMCBI 2008»
15 years 18 days ago
A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...
Alexander R. Statnikov, Lily Wang, Constantin F. A...
97
Voted
BMCBI
2008
122views more  BMCBI 2008»
15 years 18 days ago
ESLpred2: improved method for predicting subcellular localization of eukaryotic proteins
Background: The expansion of raw protein sequence databases in the post genomic era and availability of fresh annotated sequences for major localizations particularly motivated us...
Aarti Garg, Gajendra P. S. Raghava
112
Voted
BMCBI
2008
145views more  BMCBI 2008»
15 years 18 days ago
Mapping gene expression quantitative trait loci by singular value decomposition and independent component analysis
Background: The combination of gene expression profiling with linkage analysis has become a powerful paradigm for mapping gene expression quantitative trait loci (eQTL). To date, ...
Shameek Biswas, John D. Storey, Joshua M. Akey
77
Voted
BMCBI
2008
103views more  BMCBI 2008»
15 years 18 days ago
The VirusBanker database uses a Java program to allow flexible searching through Bunyaviridae sequences
Background: Viruses of the Bunyaviridae have segmented negative-stranded RNA genomes and several of them cause significant disease. Many partial sequences have been obtained from ...
Mathieu Fourment, Mark J. Gibbs
90
Voted
BMCBI
2008
138views more  BMCBI 2008»
15 years 18 days ago
Automated simultaneous analysis phylogenetics (ASAP): an enabling tool for phlyogenomics
Background: The availability of sequences from whole genomes to reconstruct the tree of life has the potential to enable the development of phylogenomic hypotheses in ways that ha...
Indra Neil Sarkar, Mary G. Egan, Gloria M. Coruzzi...