DynaCLR: Contrastive Learning of Cellular Dynamics with Temporal Regularization

Eduardo Hirata-Miyasaki, Soorya Pradeep, Ziwen Liu +10

We report DynaCLR, a self-supervised method for embedding cell and organelle Dynamics via Contrastive Learning of Representations of time-lapse images. DynaCLR integrates single-ce…