Huixun Jia

ORBIT: A Prognostic World Model for Ocular Reasoning Based on Imagined Trajectories

The longitudinal management of blinding fundus diseases constitutes a Partially Observable Markov Decision Process (POMDP) necessitating a critical precision-risk trade-off between intervention and over-treatment, as true pathology is often obscured in static observations. However, existing paradigm…