Robust assignment of cancer subtypes from expression data using a uni-variate gene expression average as classifier - Lauss, Martin; Frigyesi, Attila; Ryden, Tobias; Höglund, Mattias (BMC cancer, 2010)
Keywords: Algorithms; Area Under Curve; Artificial Intelligence; Biomedical and Life Sciences; Biomedicine; Bladder; Cancer; Cancer and Oncology; Cancer och onkologi; Cancer Research; Clinical Medicine; Computational Biology - methods; Databases, Genetic; Diagnosis; Discriminant analysis; Gene expression; Gene Expression Regulation; Genetic algorithms; Genetic aspects; Genome-Wide Association Study; Genomics - methods; Health Promotion and Disease Prevention; Humans; Identification and classification; Klinisk medicin; Lung cancer; Medical and Health Sciences; Medicin och hälsovetenskap; Medicine/Public Health; Microarrays; Models, Statistical; Neural Networks (Computer); Oncology; Pattern Recognition, Automated; post-genomic analysis and emerging technologies; Programming languages; Reproducibility of Results; ROC Curve; Software; Standard deviation; Studies; Surgical Oncology; Survival; Systems biology; Tumor staging; Urinary Bladder Neoplasms - genetics; Feature Selection; Receiver Operating Characteristic Analysis; Breast Cancer Dataset; Support Vector Machine; Linear Discriminant Analysis