Bayesian Decision Tree for the Classification of the Mode of Motion in Single-Molecule Trajectories

Silvan Türkcan; Jean-Baptiste Masson

doi:10.1371/journal.pone.0082799

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Open Access

Peer-reviewed

Research Article

Bayesian Decision Tree for the Classification of the Mode of Motion in Single-Molecule Trajectories

Silvan Türkcan ,

* E-mail: silvan@stanford.edu

Affiliations Physics of Biological Systems, Institut Pasteur, Paris, France, Centre National de la Recherche Scientifique (CNRS), UMR 3525, Paris, France, Laboratoire d’Optique et Biosciences, Ecole Polytechnique, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale U696, Palaiseau, France
⨯
Jean-Baptiste Masson

Affiliations Physics of Biological Systems, Institut Pasteur, Paris, France, Centre National de la Recherche Scientifique (CNRS), UMR 3525, Paris, France
⨯

Bayesian Decision Tree for the Classification of the Mode of Motion in Single-Molecule Trajectories

Silvan Türkcan,
Jean-Baptiste Masson

Published: December 20, 2013
https://doi.org/10.1371/journal.pone.0082799

About the Authors

Silvan Türkcan

* E-mail: silvan@stanford.edu

Affiliations Physics of Biological Systems, Institut Pasteur, Paris, France, Centre National de la Recherche Scientifique (CNRS), UMR 3525, Paris, France, Laboratoire d’Optique et Biosciences, Ecole Polytechnique, Centre National de la Recherche Scientifique, Institut National de la Santé et de la Recherche Médicale U696, Palaiseau, France

Jean-Baptiste Masson

Affiliations Physics of Biological Systems, Institut Pasteur, Paris, France, Centre National de la Recherche Scientifique (CNRS), UMR 3525, Paris, France

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: ST JBM. Performed the experiments: ST. Analyzed the data: ST. Contributed reagents/materials/analysis tools: ST JBM. Wrote the paper: ST.

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Brownian motion
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Decision trees
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Mass diffusivity
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Source code
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Membrane potential
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Cell membranes
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Cholesterol
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Receptor potentials
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