TY - JOUR AU - Castillo, Daniel AU - Gálvez, Juan Manuel AU - Herrera, Luis Javier AU - Román, Belén San AU - Rojas, Fernando AU - Rojas, Ignacio PY - 2017 DO - 10.1186/s12859-017-1925-0 UR - http://hdl.handle.net/10668/11821 T2 - BMC bioinformatics AB - Nowadays, many public repositories containing large microarray gene expression datasets are available. However, the problem lies in the fact that microarray technology are less powerful and accurate than more recent Next Generation Sequencing... LA - en KW - Breast cancer KW - Cancer KW - Classification KW - Gene expression KW - Integration KW - Microarray KW - RNA-Seq KW - Random Forest KW - SVM KW - k-NN KW - Algorithms KW - Breast Neoplasms KW - Cluster Analysis KW - Databases, Genetic KW - Female KW - Gene Expression Profiling KW - Gene Expression Regulation, Neoplastic KW - Humans KW - Oligonucleotide Array Sequence Analysis KW - Reproducibility of Results KW - Sequence Analysis, RNA TI - Integration of RNA-Seq data with heterogeneous microarray data for breast cancer profiling. TY - research article VL - 18 ER -