Single-cell methods are beginning to reveal the intrinsic heterogeneity in cell populations,
arising from the interplay of deterministic and stochastic processes. However, it remains …

Live cell microscopy sequences exhibit complex spatial structures and complicated temporal
behaviour, making their analysis a challenging task. Considering cell segmentation …

Light-sheet microscopy is a powerful method for imaging the development and function of
complex biological systems at high spatiotemporal resolution and over long time scales …

To shed light on the processes driving cell migration, a systematic analysis of the cell
behavior is required. Since the manual analysis of hundreds or even thousands of cells is …

We present a novel graph neural network (GNN) approach for cell tracking in high-
throughput microscopy videos. By modeling the entire time-lapse sequence as a direct …

Accurate cell segmentation is vital for the development of reliable microscopy image
analysis methods. It is a very challenging problem due to low contrast, weak boundaries …