Nanoscale spatial-omics via contrastive embedding of single-molecule localisation data
Sandeep Shirgill, L G Jensen, Daniel J. Nieves, Melissa C Wales, Alexandra Kaminer, Kylie Savoye, Ruby Peters, Mike Heilemann, Ricardo Henriques, Steven F. Lee, Patrick Rubin‐Delanchy, Dylan M. Owen
This paper introduces a contrastive learning framework for nanoscale spatial-omics, enabling analysis of single-molecule localisation data to study protein architecture and its changes under various conditions.
bioRxiv · Oct 7, 2025 · PreprintBioinformatics