A new bayesian model applied to cytogenetic partial body irradiation estimation

Manuel Higueras; Pedro Puig; Elizabeth A. Ainsbury; Volodymyr A. Vinnikov; Kai Rothkamm

doi:10.1093/rpd/ncv356

A new bayesian model applied to cytogenetic partial body irradiation estimation

Manuel Higueras, Pedro Puig, Elizabeth A. Ainsbury, Volodymyr A. Vinnikov, Kai Rothkamm

Department of Mathematics

Research output: Contribution to journal › Article › Research › peer-review

21 Citations (Scopus)

Abstract

© Crown copyright 2015. A new zero-inflated Poisson model is introduced for the estimation of partial body irradiation dose and fraction of body irradiated. The Bayes factors are introduced as tools to help determine whether a data set of chromosomal aberrations obtained from a blood sample reflects partial or whole body irradiation. Two examples of simulated cytogenetic radiation exposure data are presented to demonstrate the usefulness of this methodology in cytogenetic biological dosimetry.

Original language	English
Article number	ncv356
Pages (from-to)	330-336
Journal	Radiation Protection Dosimetry
Volume	168
Issue number	3
DOIs	https://doi.org/10.1093/rpd/ncv356
Publication status	Published - 18 Mar 2015

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title = "A new bayesian model applied to cytogenetic partial body irradiation estimation",

abstract = "{\textcopyright} Crown copyright 2015. A new zero-inflated Poisson model is introduced for the estimation of partial body irradiation dose and fraction of body irradiated. The Bayes factors are introduced as tools to help determine whether a data set of chromosomal aberrations obtained from a blood sample reflects partial or whole body irradiation. Two examples of simulated cytogenetic radiation exposure data are presented to demonstrate the usefulness of this methodology in cytogenetic biological dosimetry.",

author = "Manuel Higueras and Pedro Puig and Ainsbury, {Elizabeth A.} and Vinnikov, {Volodymyr A.} and Kai Rothkamm",

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AU - Puig, Pedro

AU - Ainsbury, Elizabeth A.

AU - Vinnikov, Volodymyr A.

AU - Rothkamm, Kai

PY - 2015/3/18

Y1 - 2015/3/18

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AB - © Crown copyright 2015. A new zero-inflated Poisson model is introduced for the estimation of partial body irradiation dose and fraction of body irradiated. The Bayes factors are introduced as tools to help determine whether a data set of chromosomal aberrations obtained from a blood sample reflects partial or whole body irradiation. Two examples of simulated cytogenetic radiation exposure data are presented to demonstrate the usefulness of this methodology in cytogenetic biological dosimetry.

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DO - 10.1093/rpd/ncv356

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EP - 336

JO - Radiation Protection Dosimetry

JF - Radiation Protection Dosimetry

IS - 3

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A new bayesian model applied to cytogenetic partial body irradiation estimation

Abstract

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