Daniel I Naiman, Scott T Leatherdale, Carolyn Gotay, Louise C Mâsse
School factors associated with the provision of physical education and levels of physical activity among elementary school students in Ontario
Canadian journal of public health = Revue canadienne de sante publique
present innovative strategy integrating wholegenomewide multiomics data facilitates adaptive amalgamation leveraging hidden layer features derived highdimensional omics data multitask encoder empirical evaluations eight benchmark cancer datasets substantiated proposed framework outstripped comparative algorithms cancer subtyping delivering superior subtyping outcomes building upon subtyping results establish robust pipeline identifying wholegenomewide biomarkers unearthing 195 significant biomarkers furthermore conduct exhaustive analysis assess importance omic noncoding region features wholegenomewide level cancer subtyping investigation shows omics noncoding region features substantially impact cancer development survival prognosis study emphasizes potential practical implications integrating genomewide data cancer research demonstrating potency comprehensive genomic characterization additionally findings offer insightful perspectives multiomics analysis employing deep learning methodologies