CrossAttOmics: multiomics data integration with cross-attention.
Journal:
Bioinformatics (Oxford, England)
Published Date:
Jun 2, 2025
Abstract
MOTIVATION: Advances in high throughput technologies enabled large access to various types of omics. Each omics provides a partial view of the underlying biological process. Integrating multiple omics layers would help have a more accurate diagnosis. However, the complexity of omics data requires approaches that can capture complex relationships. One way to accomplish this is by exploiting the known regulatory links between the different omics, which could help in constructing a better multimodal representation.