Open access
Aug 2026
Treatment-Informed Continuous-Time Dynamics with Structural Output Coherence for Multi-Task Chronic Kidney Disease Progression Prediction
TIDE, a Treatment-Informed Dynamics Encoder, a diagonal continuous-time state space uses the true inter-observation interval as its integration step and lets the exogenous intervention channel modulate the decay eigenvalues, so an intervention alters the rate law rather than the level.
Juslin Franklin, Gopalakrishna Kanathur
· Journal of Intelligent Decis... · 0 citations