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Detection of Diffusion Heterogeneity in Single Particle Tracking Trajectories Using a Hidden Markov Model with Measurement Noise Propagation.

We develop a Bayesian analysis framework to detect heterogeneity in the diffusive behaviour of single particle trajectories on cells, implementing model selection to classify trajectories as either consistent with Brownian motion or with a two-state (diffusion coefficient) switching model. The incor...

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Auteurs principaux: Paddy J Slator, Christopher W Cairo, Nigel J Burroughs
Format: Artigo
Langue:Inglês
Publié: Public Library of Science (PLoS) 2015-01-01
Collection:PLoS ONE
Accès en ligne:https://doi.org/10.1371/journal.pone.0140759
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