TY - JOUR AU - Pineda, Silvia AU - Kogevinas, Manolis AU - Carrato, Alfredo AU - Chanock, Stephen J AU - Van Steen, Kristel AU - Malats, Nuria AU - Real Arribas, Francisco PY - 2015 DO - 10.1371/journal.pgen.1005689 UR - http://hdl.handle.net/20.500.12105/10314 AB - Omics data integration is becoming necessary to investigate the genomic mechanisms involved in complex diseases. During the integration process, many challenges arise such as data heterogeneity, the smaller number of individuals in comparison to the... LA - eng PB - Public Library of Science (PLOS) KW - Genetic Predisposition to Disease KW - Algorithms KW - CpG Islands KW - Genomics KW - Humans KW - Neoplasm Proteins KW - Polymorphism, Single Nucleotide KW - Software KW - Urinary Bladder Neoplasms KW - DNA Methylation KW - ELASTIC-NET KW - Association KW - Selection KW - Variants KW - Biology KW - Reveal KW - S100A9 KW - Loci TI - Integration Analysis of Three Omics Data Using Penalized Regression Methods: An Application to Bladder Cancer. TY - journal article ER -