image-based-profiling

The article introduces FreeBridge, a variational Schrödinger Bridge framework for modeling cellular transitions from high-content imaging data, learning stochastic transport constrained within a fixed cellular manifold to achieve competitive endpoint fidelity and reduce intermediate support violations.