2 papers
q-bio.QM2025
Transforming Multi-Omics Integration with GANs: Applications in Alzheimer's and Cancer
Md Selim Reza, Sabrin Afroz, Mostafizer Rahman +1
Multi-omics data integration is crucial for understanding complex diseases, yet limited sample sizes, noise, and heterogeneity often reduce predictive power. To address these chall…
q-bio.GN2025
Identifying multi-omics interactions for lung cancer drug targets discovery using Kernel Machine Regression
Md. Imtyaz Ahmed, Md. Delwar Hossain, Md Mostafizer Rahman +4
Cancer exhibits diverse and complex phenotypes driven by multifaceted molecular interactions. Recent biomedical research has emphasized the comprehensive study of such diseases by…