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139
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Random forests (RF) have been increasingly used in applications such as genome-wide association and microarray studies where predictor correlation is frequently observ...
127
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Feature gene extraction is a fundamental issue in microarray-based biomarker discovery. It is normally treated as an optimization problem of finding the best predictiv...
114
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Current commercial high-density oligonucleotide microarrays can hold millions of probe spots on a single microscopic glass slide and are ideal for studying the transcr...
108
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Bacterial infections represent a global health challenge. The identification of novel antibacterial targets for both therapy and vaccination is needed on a constant ba...
133
Voted
BMCBI
2010
15 years 3 months ago
2010
Background: Cancer is a complex disease where various types of molecular aberrations drive the development and progression of malignancies. Large-scale screenings of multiple type...