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

Published in:	Frontiers in computer science (Lausanne) Vol. 3
Main Authors:	Ulicna, Kristina, Vallardi, Giulia, Charras, Guillaume, Lowe, Alan R.
Format:	Journal Article
Language:	English
Published:	Frontiers Media S.A 20.10.2021
Subjects:	cell classification lineage tree reconstruction multi-object tracking nuclei segmentation single-cell heterogeneity
ISSN:	2624-9898, 2624-9898
Online Access:	Get full text
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