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)

Learning biophysical determinants of cell fate with deep neural networks. - Christopher J. Soelistyo; Giulia Vallardi; Guillaume Charras; Alan R. Lowe (Nat. Mach. Intell., 2022)

Virtual perturbations to assess explainability of deep-learning based cell fate predictors. - Christopher J. Soelistyo; Guillaume Charras; Alan R. Lowe (ICCV (Workshops), 2023)