Automated Deep Lineage Tree Analysis Using a Bayesian Single Cell Tracking Approach. - Kristina Ulicna; Giulia Vallardi; Guillaume Charras; Alan R. Lowe (Frontiers Comput. Sci., 2021)

Machine learning enhanced cell tracking. - Christopher J. Soelistyo; Kristina Ulicna; Alan R. Lowe (Frontiers Bioinform., 2023)

Towards scientific discovery with dictionary learning: Extracting biological concepts from microscopy foundation models. - Konstantin Donhauser; Kristina Ulicna; Gemma E. Moran; Aditya Ravuri; Kian Kenyon-Dean; Cian Eastwood; Jason S. Hartford (CoRR, 2024)

Virtual Cells: Predict, Explain, Discover. - Emmanuel Noutahi; Jason S. Hartford; Prudencio Tossou; Shawn Whitfield; Alisandra K. Denton; Cas Wognum; Kristina Ulicna; Michael Craig; Jonathan Hsu; Michael Cuccarese; Emmanuel Bengio; Dominique Beaini; et al. (CoRR, 2025)