参数统计
计算机科学
热的
生物医学工程
人工智能
医学影像学
热烧伤
计算机视觉
模式
医学物理学
医学
外科
物理
数学
统计
气象学
社会科学
社会学
作者
Jacek Rumiski,Mariusz Kaczmarek,Alicja Renkielska,A. Nowakowski
标识
DOI:10.1109/tbme.2006.886607
摘要
The aim of this paper is to determine the extent to which infrared (IR) thermal imaging may be used for skin burn depth evaluation. The analysis can be made on the basis of the development of a thermal model of the burned skin. Different methods such as the traditional clinical visual approach and the IR imaging modalities of static IR thermal imaging, active IR thermal imaging and active-dynamic IR thermal imaging (ADT) are analyzed from the point of view of skin burn depth diagnostics. In ADT, a new approach is proposed on the basis of parametric image synthesis. Calculation software is implemented for single-node and distributed systems. The properties of all the methods are verified in experiments using phantoms and subsequently in vivo with animals with a reference histopathological examination. The results indicate that it is possible to distinguish objectively and quantitatively burns which will heal spontaneously within three weeks of infliction and which should be treated conservatively from those which need surgery because they will not heal within this period.
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