AI RESEARCH

Disease Is a Spectral Perturbation

arXiv CS.LG

ArXi:2605.02949v1 Announce Type: new We propose a novel method of understanding disease transformation from a healthy baseline with biomarker-level explainability. By modeling the biomarker covariance matrices of healthy controls and disease states, the perturbation can be individually characterized to accomplish mechanistic explanations of disease trajectories, both at a molecular level and for individual patients.