A method for increasing precision and reliability of elasticity analysis in complicated burn scar cases

Citation
Lv. Tsap et al., A method for increasing precision and reliability of elasticity analysis in complicated burn scar cases, INT J PATT, 14(2), 2000, pp. 189-210
Citations number
32
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE
ISSN journal
02180014 → ACNP
Volume
14
Issue
2
Year of publication
2000
Pages
189 - 210
Database
ISI
SICI code
0218-0014(200003)14:2<189:AMFIPA>2.0.ZU;2-W
Abstract
In this paper we propose a method for increasing precision and reliability of elasticity analysis in complicated burn scar cases. The need for a techn ique that would help physicians by objectively assessing elastic properties of scars, motivated our original algorithm. This algorithm successfully em ployed active contours for tracking and finite element models for strain an alysis. However, the previous approach considered only one normal area and one abnormal area within the region of interest, and scar shapes which were somewhat simplified. Most burn scars have rather complicated shapes and ma y include multiple regions with different elastic properties. Hence, we nee d a method capable of adequately addressing these characteristics. The new method can split the region into more than two localities with different ma terial properties, select and quantify abnormal areas, and apply different forces if it is necessary for a better shape description of the scar. The method also demonstrates the application of scale and mesh refinement t echniques in this important domain. It is accomplished by increasing the nu mber of Finite Element Method (FEM) areas as well as the number of elements within the area. The method is successfully applied to elastic materials a nd real burn scar cases. We demonstrate all of the proposed techniques and investigate the behavior of elasticity function in a 3-D space. Recovered p roperties of elastic materials are compared with those obtained by a conven tional mechanics-based approach. Scar ratings achieved with the method are correlated against the judgments of physicians.