Evaluating Multiomics Integration Architectures for Training With Structured Missingness
Simon Fisher, Jacob Bradley, George Lansdown, Owen Anderson, Russell Hung, James Lesh, Murray Cutforth, Ian Poole, Jeremy P. Voisey
This study evaluates integration strategies for multimodal bioinformatics data with structured missingness, finding late integration and logistic regression models perform best in breast cancer subtyping.
bioRxiv · Sep 10, 2025 · PreprintBioinformatics