Classification of Jawbone Cysts via Orthopantomogram Processing

D 2012

Classification of Jawbone Cysts via Orthopantomogram Processing

MIKULKA, Jan, Miroslav KABRDA, Eva GESCHEIDTOVÁ a Vojtěch PEŘINA

Základní údaje

Originální název

Classification of Jawbone Cysts via Orthopantomogram Processing

Autoři

MIKULKA, Jan, Miroslav KABRDA, Eva GESCHEIDTOVÁ a Vojtěch PEŘINA

Vydání

Prague, 2012 35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (tsp), od s. 499-502, 4 s. 2012

Nakladatel

IEEE

Další údaje

Jazyk

angličtina

Typ výsledku

Stať ve sborníku

Obor

30200 3.2 Clinical medicine

Stát vydavatele

Spojené státy

Utajení

není předmětem státního či obchodního tajemství

Forma vydání

tištěná verze "print"

Odkazy

URL

Organizační jednotka

Lékařská fakulta

ISBN

978-1-4673-1118-2

DOI

http://dx.doi.org/10.1109/TSP.2012.6256344

UT WoS

000308143100095

Klíčová slova anglicky

Image classification;live-wire;OPG;RTG;image processing

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 22. 4. 2013 16:46, Ing. Mgr. Věra Pospíšilíková

Anotace

V originále

The subject of the paper is a method proposed for automated evaluation of the parameters of orthopantomograms of cystic disorders in human jawbones. The main problem in medical diagnostic is the low repeatability due to the subjective evaluation of images/pictures without using a tool for image processing. An available database of images of cysts is described in the paper. Results of a fast automated segmentation by the live-wire method are also given. Selected segments were processed in the ImageJ Java environment. In the cystic regions their basic statistical and shape properties were evaluated. Results of the evaluation are given in the paper conclusion. In the next stage of the research, the values obtained will be compared with the subjective evaluation by radiologists and the possibility will be discussed of exploiting selected parameters or their combinations for an automatic assessment of the level of cystic disorders.

Návaznosti

GAP102/11/0318, projekt VaV

Název: Analýza metabolizmu a lokalizace změn kostní tkáně čelisti pomocí MR zobrazovacích technik

Investor: Grantová agentura ČR, Analýza metabolizmu a lokalizace změn kostní tkáně čelisti pomocí MR zobrazovacích technik

Citovat

MIKULKA, Jan, Miroslav KABRDA, Eva GESCHEIDTOVÁ a Vojtěch PEŘINA. Classification of Jawbone Cysts via Orthopantomogram Processing. In 2012 35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (tsp). Prague: IEEE, 2012, s. 499-502. ISBN 978-1-4673-1118-2. Dostupné z: https://dx.doi.org/10.1109/TSP.2012.6256344.

@inproceedings{1086921,
   author = {Mikulka, Jan and Kabrda, Miroslav and Gescheidtová, Eva and Peřina, Vojtěch},
   address = {Prague},
   booktitle = {2012 35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (tsp)},
   doi = {http://dx.doi.org/10.1109/TSP.2012.6256344},
   keywords = {Image classification;live-wire;OPG;RTG;image processing},
   howpublished = {tištěná verze "print"},
   language = {eng},
   location = {Prague},
   isbn = {978-1-4673-1118-2},
   pages = {499-502},
   publisher = {IEEE},
   title = {Classification of Jawbone Cysts via Orthopantomogram Processing},
   url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6256344&contentType=Conference+Publications&queryText%3Dclassification+of+jawbone},
   year = {2012}
}

TY  - JOUR
ID  - 1086921
AU  - Mikulka, Jan - Kabrda, Miroslav - Gescheidtová, Eva - Peřina, Vojtěch
PY  - 2012
TI  - Classification of Jawbone Cysts via Orthopantomogram Processing
PB  - IEEE
CY  - Prague
SN  - 9781467311182
KW  - Image classification;live-wire;OPG;RTG;image processing
UR  - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6256344&contentType=Conference+Publications&queryText%3Dclassification+of+jawbone
L2  - http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6256344&contentType=Conference+Publications&queryText%3Dclassification+of+jawbone
N2  - The subject of the paper is a method proposed for automated evaluation of the parameters of orthopantomograms of cystic disorders in human jawbones. The main problem in medical diagnostic is the low repeatability due to the subjective evaluation of images/pictures without using a tool for image processing. An available database of images of cysts is described in the paper. Results of a fast automated segmentation by the live-wire method are also given. Selected segments were processed in the ImageJ Java environment. In the cystic regions their basic statistical and shape properties were evaluated. Results of the evaluation are given in the paper conclusion. In the next stage of the research, the values obtained will be compared with the subjective evaluation by radiologists and the possibility will be discussed of exploiting selected parameters or their combinations for an automatic assessment of the level of cystic disorders.
ER  -

MIKULKA, Jan, Miroslav KABRDA, Eva GESCHEIDTOVÁ a Vojtěch PEŘINA. Classification of Jawbone Cysts via Orthopantomogram Processing. In \textit{2012 35TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (tsp)}. Prague: IEEE, 2012, s.~499-502. ISBN~978-1-4673-1118-2. Dostupné z: https://dx.doi.org/10.1109/TSP.2012.6256344.

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