Original title: Statistics-based classification on tissues in the mandibular region
Authors: Marcon, P. ; Bartušek, Karel ; Mikulka, J. ; Gescheidtová, E.
Document type: Papers
Conference/Event: International conference on telecommunications and signal processing /36./, Rome (IT), 2013-07-02 / 2013-07-04
Year: 2013
Language: eng
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
Project no.: GAP102/11/0318 (CEP), GAP102/12/1104 (CEP)
Funding provider: GA ČR, GA ČR
Host item entry: TSP 2013. 36th International Conference on Telecommunications and Signal Processing (Proceedings IEEE), ISBN 978-1-4799-0404-4

Institution: Institute of Scientific Instruments AS ČR (web)
Document availability information: Fulltext is available at the institute of the Academy of Sciences.
Original record: http://hdl.handle.net/11104/0225696

Permalink: http://www.nusl.cz/ntk/nusl-161400


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Research > Institutes ASCR > Institute of Scientific Instruments
Conference materials > Papers