Multiclass cancer classification and biomarker discovery using GA-based algorithms.

Liu, Jane Jijun; Cutler, Gene; Li, Wuxiong; Pan, Zheng; Peng, Sihua; Hoey, Tim; Chen, Liangbiao; Ling, Xuefeng Bruce

Liu, Jane Jijun; Cutler, Gene; Li, Wuxiong; Pan, Zheng; Peng, Sihua; Hoey, Tim; Chen, Liangbiao; Ling, Xuefeng Bruce.

Affiliation

Liu JJ; Tularik Inc., South San Francisco, CA 94080, USA.

Bioinformatics ; 21(11): 2691-7, 2005 Jun 01.

Article in En | MEDLINE | ID: mdl-15814557

Subject(s)

Algorithms; Artificial Intelligence; Biomarkers, Tumor/metabolism; Gene Expression Profiling/methods; Neoplasm Proteins/metabolism; Neoplasms/classification; Neoplasms/metabolism; Oligonucleotide Array Sequence Analysis/methods; Biomarkers, Tumor/classification; Biomarkers, Tumor/genetics; Diagnosis, Computer-Assisted/methods; Humans; Neoplasm Proteins/classification; Neoplasm Proteins/genetics; Neoplasms/diagnosis; Neoplasms/genetics; Pattern Recognition, Automated/methods; Reproducibility of Results; Sensitivity and Specificity

Search on Google

XML

PubMed Links

Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Artificial Intelligence / Biomarkers, Tumor / Oligonucleotide Array Sequence Analysis / Gene Expression Profiling / Neoplasm Proteins / Neoplasms Type of study: Diagnostic_studies / Evaluation_studies / Prognostic_studies Limits: Humans Language: En Journal: Bioinformatics Journal subject: INFORMATICA MEDICA Year: 2005 Type: Article Affiliation country: United States

Search on Google

XML

PubMed Links