Guillaume Charras

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 3

Top Topics

Automated Analysis

Machine Learning

Learning Scheme

Decision Makers

Top Venues

Nat. Mach. Intell.

Frontiers Comput. Sci.

ICCV (Workshops)

Publications

Christopher J. Soelistyo, Guillaume Charras, Alan R. Lowe
Virtual perturbations to assess explainability of deep-learning based cell fate predictors. ICCV (Workshops) (2023)
Christopher J. Soelistyo, Giulia Vallardi, Guillaume Charras, Alan Lowe
Learning biophysical determinants of cell fate with deep neural networks. Nat. Mach. Intell. 4 (7) (2022)
Kristina Ulicna, Giulia Vallardi, Guillaume Charras, Alan Lowe
Automated Deep Lineage Tree Analysis Using a Bayesian Single Cell Tracking Approach. Frontiers Comput. Sci. 3 (2021)