Publication detail

Statistics-based Classification of Tissues in the Mandibular Region

MARCOŇ, P. BARTUŠEK, K. MIKULKA, J. GESCHEIDTOVÁ, E.

Original Title

Statistics-based Classification of Tissues in the Mandibular Region

English Title

Statistics-based Classification of Tissues in the Mandibular Region

Type

conference paper

Language

en

Original Abstract

The authors present a statistical evaluation of T1-weighted and T2-weighted images of healthy and diseased human tissues. In each patient, the statistical data were evaluated from several tissues, namely the bone, bone marrow, muscle, fat, white matter and gray matter tissue types. Based on the acquired statistical data, we compiled new statistics. In the given tissue samples, we evaluated the following statistical quantities: standard deviation (s.d.), skewness, and kurtosis. The box plots and a small statistical database were created. This database is currently used to determine the tissues.

English abstract

The authors present a statistical evaluation of T1-weighted and T2-weighted images of healthy and diseased human tissues. In each patient, the statistical data were evaluated from several tissues, namely the bone, bone marrow, muscle, fat, white matter and gray matter tissue types. Based on the acquired statistical data, we compiled new statistics. In the given tissue samples, we evaluated the following statistical quantities: standard deviation (s.d.), skewness, and kurtosis. The box plots and a small statistical database were created. This database is currently used to determine the tissues.

Keywords

classification, mandibular region, T1W, T2W

RIV year

2013

Released

02.07.2013

Location

Řím

ISBN

978-1-4799-0403-7

Book

2013 36th International Conference on Telecommunications and Signal Processing (id 21150)

Pages from

624

Pages to

627

Pages count

4

BibTex


@inproceedings{BUT100435,
  author="Petr {Marcoň} and Karel {Bartušek} and Jan {Mikulka} and Eva {Gescheidtová}",
  title="Statistics-based Classification of Tissues in the Mandibular Region",
  annote="The authors present a statistical evaluation of T1-weighted and T2-weighted images of healthy and diseased human tissues. In each patient, the statistical data were evaluated from several tissues, namely the bone, bone marrow, muscle, fat, white matter and gray matter tissue types. Based on the acquired statistical data, we compiled new statistics. In the given tissue samples, we evaluated the following statistical quantities: standard deviation (s.d.), skewness, and kurtosis. The box plots and a small statistical database were created. This database is currently used to determine the tissues.",
  booktitle="2013 36th International Conference on Telecommunications and Signal Processing (id 21150)",
  chapter="100435",
  howpublished="electronic, physical medium",
  year="2013",
  month="july",
  pages="624--627",
  type="conference paper"
}