Detail publikace

Integration System for Functional Annotation of Single Nucleotide Polymorphism

Originální název

Integration System for Functional Annotation of Single Nucleotide Polymorphism

Anglický název

Integration System for Functional Annotation of Single Nucleotide Polymorphism

Jazyk

en

Originální abstrakt

This paper describes a new integrative system for ranking non-synonymous protein substitutions by their deleterious effects. The computational core of the proposed system is based on a sophisticated combination of results from the selected subset of existing tools. The weight coefficients for individual tools are calculated on the basis of their confidence score and the tool reliability which are assigned accordingly to the tool performance measured on the extensive dataset. The performance validation on the dataset consisting of 5000 substitutions shows that overall accuracy of the system was improved by 8% in comparison to the best of the integrated methods.

Anglický abstrakt

This paper describes a new integrative system for ranking non-synonymous protein substitutions by their deleterious effects. The computational core of the proposed system is based on a sophisticated combination of results from the selected subset of existing tools. The weight coefficients for individual tools are calculated on the basis of their confidence score and the tool reliability which are assigned accordingly to the tool performance measured on the extensive dataset. The performance validation on the dataset consisting of 5000 substitutions shows that overall accuracy of the system was improved by 8% in comparison to the best of the integrated methods.

BibTex


@article{BUT96939,
  author="Jaroslav {Bendl} and Jaroslav {Zendulka}",
  title="Integration System for Functional Annotation of Single Nucleotide Polymorphism",
  annote="This paper describes a new integrative system for ranking non-synonymous protein
substitutions by their deleterious effects. The computational core of the
proposed system is based on a sophisticated combination of results from the
selected subset of existing tools. The weight coefficients for individual tools
are calculated on the basis of their confidence score and the tool reliability
which are assigned accordingly to the tool performance measured on the extensive
dataset. The performance validation on the dataset consisting of 5000
substitutions shows that overall accuracy of the system was improved by 8% in
comparison to the best of the integrated methods.",
  address="NEUVEDEN",
  chapter="96939",
  edition="NEUVEDEN",
  howpublished="print",
  institution="NEUVEDEN",
  number="5",
  volume="2012",
  year="2012",
  month="october",
  pages="0--0",
  publisher="NEUVEDEN",
  type="journal article - other"
}