Medical AI Doesn’t Just Need Bigger Models. It Needs an ImageNet for State Transitions

This article proposes the creation of "Biomedical TransitionNet", a new type of dataset analogous to ImageNet, but focused on biological state transitions for the next generation of medical AI. It argues for the necessity of such infrastructure to build real-world models in biomedicine, moving beyond classification and prediction.