Training-inference input alignment outweighs framework choice in longitudinal retinal image prediction

arXiv:2604.16955v2 Announce Type: replace-cross Abstract: Predicting disease progression from longitudinal imaging is useful for clinical decision making and trial design. Recent methods have moved toward increasing generative complexity, but the conditions under which this complexity is necessary...