Automated Deep Lineage Tree Analysis Using a Bayesian Single Cell Tracking Approach

Single-cell methods are beginning to reveal the intrinsic heterogeneity in cell populations, arising from the interplay of deterministic and stochastic processes. However, it remains challenging to quantify single-cell behaviour from time-lapse microscopy data, owing to the difficulty of extracting...

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Bibliographic Details
Main Authors: Kristina Ulicna, Giulia Vallardi, Guillaume Charras, Alan R. Lowe
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Computer Science
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fcomp.2021.734559/full