Sciweavers

475 search results - page 19 / 95
» Clustering cancer gene expression data: a comparative study
Sort
View
NAR
2008
141views more  NAR 2008»
14 years 11 months ago
MethyCancer: the database of human DNA methylation and cancer
Cancer is ranked as one of the top killers in all human diseases and continues to have a devastating effect on the population around the globe. Current research efforts are aiming...
Ximiao He, Suhua Chang, Jiajie Zhang, Qian Zhao, H...
BMCBI
2004
117views more  BMCBI 2004»
14 years 11 months ago
Cancer characterization and feature set extraction by discriminative margin clustering
Background: A central challenge in the molecular diagnosis and treatment of cancer is to define a set of molecular features that, taken together, distinguish a given cancer, or ty...
Kamesh Munagala, Robert Tibshirani, Patrick O. Bro...
GCB
2010
Springer
204views Biometrics» more  GCB 2010»
14 years 9 months ago
Learning Pathway-based Decision Rules to Classify Microarray Cancer Samples
: Despite recent advances in DNA chip technology current microarray gene expression studies are still affected by high noise levels, small sample sizes and large numbers of uninfor...
Enrico Glaab, Jonathan M. Garibaldi, Natalio Krasn...
BMCBI
2011
14 years 6 months ago
GCOD - GeneChip Oncology Database
Background: DNA microarrays have become a nearly ubiquitous tool for the study of human disease, and nowhere is this more true than in cancer. With hundreds of studies and thousan...
Fenglong Liu, Joseph White, Corina Antonescu, John...
BMCBI
2006
198views more  BMCBI 2006»
14 years 11 months ago
Gene selection and classification of microarray data using random forest
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
Ramón Díaz-Uriarte, Sara Alvarez de ...