Title :
Fractal analysis of medical images in the irregular regions of interest
Author :
Oczeretko, Edward ; Borowska, Marta ; Kitlas, Agnieszka ; Borusiewicz, Andrzej ; Sobolewska-Siemieniuk, Malgorzata
Author_Institution :
Dept. of Med. Inf., Univ. of Bialystok, Bialystok
Abstract :
For medical images diagnostically important information often lies in the texture. Fractal dimension may be used as an index of irregularity. In this paper we describe the adaptation of the intensity difference scaling method for assessment of the fractal dimension D in the irregular regions of interest (irregular ROIs). This is of great importance because the investigated regions are often small. It is difficult to fit entire regular region of interest within the examined organ with simultaneous inclusion of the relevant fragment, and at the same time to avoid the influence of boundaries. Fractal analysis of various kinds of medical images: panoramic radiography and nuclear medicine scan showed the validity of assessment of D in irregular ROIs.
Keywords :
diagnostic radiography; fractals; image texture; medical image processing; radioisotope imaging; fractal analysis; fractal dimension; image texture; intensity difference scaling; irregular regions of interest; irregularity index; medical images; nuclear medicine; panoramic radiography; Biomedical imaging; Biomedical informatics; Fractals; Image analysis; Medical diagnostic imaging; Nuclear medicine; Rough surfaces; Surface morphology; Surface roughness; Surface treatment;
Conference_Titel :
BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-2844-1
Electronic_ISBN :
978-1-4244-2845-8
DOI :
10.1109/BIBE.2008.4696830