Akilandeswari Balasubramanian

Ultrack improves cell tracking across 2D, 3D, and multi-channel time-lapse recordings by integrating multiple segmentations and temporal consistency, achieving state-of-the-art performance on benchmark datasets.

The paper develops robust virtual staining methods for cellular landmarks using deep learning, showing improved performance across cell types and imaging conditions.