Christopher J. Soelistyo

Learning biophysical determinants of cell fate with deep neural networks

Alan R. Lowe, G. Charras, Giulia Vallardi, 2022, Nature Machine Intelligence.

Learning the Rules of Cell Competition without Prior Scientific Knowledge

Alan R. Lowe, G. Charras, Giulia Vallardi, 2021, bioRxiv.

Machine learning enhanced cell tracking

Alan R. Lowe, Kristina Ulicna, Christopher J. Soelistyo, 2023, Frontiers Bioinform..

Virtual perturbations to assess explainability of deep-learning based cell fate predictors

Alan R. Lowe, G. Charras, Christopher J. Soelistyo, 2023, bioRxiv.

Convolutional Neural Networks for Classifying Chromatin Morphology in Live-Cell Imaging.

Alan R. Lowe, Nathan Day, Kristina Ulicna, 2022, Methods in molecular biology.

Discovering interpretable models of scientific image data with deep learning

Alan R. Lowe, Christopher J. Soelistyo, 2024, arXiv.org.