Statistics-based classification on tissues in the mandibular region

0397901 - ÚPT 2014 RIV CZ eng C - Conference Paper (international conference)
Marcon, P. - Bartušek, Karel - Mikulka, J. - Gescheidtová, E.
Statistics-based classification on tissues in the mandibular region.
TSP 2013. 36th International Conference on Telecommunications and Signal Processing (Proceedings IEEE). Brno: University of technolgy, 2013, s. 624-627. ISBN 978-1-4799-0404-4.
[International conference on telecommunications and signal processing /36./. Rome (IT), 02.07.2013-04.07.2013]
R&D Projects: GA ČR GAP102/11/0318; GA ČR GAP102/12/1104
Institutional support: RVO:68081731
Keywords : classification * mandibular region * T1W * T2W
Subject RIV: JA - Electronics ; Optoelectronics, Electrical Engineering

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.
Permanent Link: http://hdl.handle.net/11104/0225696