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)

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

Discovering interpretable models of scientific image data with deep learning. - Christopher J. Soelistyo; Alan R. Lowe (CVPR Workshops, 2024)