Alan R. Lowe

According to our database, Alan R. Lowe authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Discovering interpretable models of scientific image data with deep learning.

Christopher J. Soelistyo, Alan R. Lowe

CoRR, 2024

2023

Machine learning enhanced cell tracking.

Christopher J. Soelistyo, Kristina Ulicna, Alan R. Lowe

Frontiers Bioinform., May, 2023

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

Christopher J. Soelistyo, Guillaume Charras, Alan R. Lowe

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Learning biophysical determinants of cell fate with deep neural networks.

Christopher J. Soelistyo, Giulia Vallardi, Guillaume Charras, Alan R. Lowe

Nat. Mach. Intell., 2022

Affinity-VAE for disentanglement, clustering and classification of objects in multidimensional image data.

Jola Mirecka, Marjan Famili, Anna Kotanska, Nikolai Juraschko, Beatriz Costa-Gomes, Colin M. Palmer, Jeyan Thiyagalingam, Tom Burnley, Mark Basham, Alan R. Lowe

CoRR, 2022

2021

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