Contrastive learning for cell division detection and tracking in live cell imaging data
Daniel Zyss, Amritansh Sharma, Susana Abreu Ribeiro, Claire E. Repellin, Oliver Lai, Mary J. C. Ludlam, Thomas Walter, Amin Fehri
This paper introduces a contrastive learning and graph-based method to improve cell division detection and tracking in live-cell imaging data, achieving better performance across different temporal resolutions.
BMC Bioinformatics · Dec 27, 2025Peer-reviewedBioinformatics