Hui-Xian Yan

Quasi-dynamic reconstruction of directed physiological networks from cross-sectional data using idopNetwork and path homology.

BACKGROUND Excessive adiposity drives cardiometabolic morbidity through macroscopic systemic mechanisms rather than isolated metabolic defects. While conventional statistical models effectively estimate marginal biomarker associations, they cannot resolve the directed and cyclic regulatory dependencies underlying this...