2013
DOI: 10.1134/s1547477114010075
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Cluster analysis of HZE particle tracks as applied to space radiobiology problems

Abstract: A cluster analysis is performed of ionizations in tracks produced by the most abundant nuclei in the charge and energy spectra of the galactic cosmic rays. The frequency distribution of clusters is estimated for cluster sizes comparable to the DNA molecule at different packaging levels. For this purpose, an improved K-mean-based algorithm is suggested. This technique allows processing particle tracks containing a large number of ionization events without setting the number of clusters as an input parameter. Us… Show more

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Cited by 2 publications
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“…While this approach is interesting for immediate applications (see e.g. [49]), it currently does not take into account the mechanistic simulation of physico-chemical and chemical interactions with sensitive biological targets, which may be required for detailed simulations of damage induction.…”
Section: Clustering Algorithmsmentioning
confidence: 99%
“…While this approach is interesting for immediate applications (see e.g. [49]), it currently does not take into account the mechanistic simulation of physico-chemical and chemical interactions with sensitive biological targets, which may be required for detailed simulations of damage induction.…”
Section: Clustering Algorithmsmentioning
confidence: 99%
“…To address the possibility of DNA damage, we also performed the cluster analysis of track structures of emitted particles at nanometer scale. For this purpose we used the cluster analyzing algorithm developed earlier (Batmunkh et al, 2013). The diameter of all produced clusters was set to be 2 nm that corresponds to the diameter of the native double-stranded DNA.…”
Section: A) B)mentioning
confidence: 99%