Texture analysis of medical images

被引：893

作者：

Castellano, G ^{[1
]}

Bonilha, L ^{[1
]}

Li, LM ^{[1
]}

Cendes, F ^{[1
]}

机构：

[1] Univ Estadual Campinas, Neuroimage Lab, Fac Med Sci, BR-13081970 Campinas, SP, Brazil

来源：

CLINICAL RADIOLOGY | 2004年 / 59卷 / 12期

基金：

巴西圣保罗研究基金会;

关键词：

images; analysis; processing; diagnostic radiology; magnetic resonance (MR); tissue characterization; computed tomography (CT); ultrasound; (US);

D O I：

10.1016/j.crad.2004.07.008

中图分类号：

R8 [特种医学]; R445 [影像诊断学];

学科分类号：

1002 ; 100207 ; 1009 ;

摘要：

The analysis of texture parameters is a useful way of increasing the information obtainable from medical images. It is an ongoing field of research, with applications ranging from the segmentation of specific anatomical structures and the detection of lesions, to differentiation between pathological and healthy tissue in different organs. Texture analysis uses radiological images obtained in routine diagnostic, practice, but involves an ensemble of mathematical computations performed with the data contained within the images. In this article we clarify the principles of texture analysis and give examples of its applications, reviewing studies of the technique. (C) 2004 The Royal College of Radiologists. Published by Elsevier Ltd. All rights reserved.

引用

页码：1061 / 1069

页数：9

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