On board with COMET to improve omics prediction models

P. Fogel and G. Luta. In "Nature Machine Intelligence", February 12th 2025.

Illustration of COMET’s two-step learning process.

Abstract: In personalized medicine and disease risk assessment, the power of omics-based prediction models reaches new heights when clinical features from electronic health records (EHRs) are integrated with omics datasets. By leveraging advanced AI-driven algorithms, we can significantly enhance both accuracy and robustness, paving the way for more precise diagnostics and tailored treatments.

Link: https://www.nature.com/articles/s42256-025-00990-3.epdf