Application of multifractal analysis on microscopic images in the classification of metastatic bone disease

被引:0
|
作者
Jelena Vasiljevic
Branimir Reljin
Jelena Sopta
Vesna Mijucic
Goran Tulic
Irini Reljin
机构
[1] University of Belgrade,Institute “Mihajlo Pupin”
[2] University of Belgrade,Faculty of Electrical Engineering
[3] University of Belgrade,Faculty of Medicine Belgrade, Institute of Pathology
[4] Institute for Oncology and Radiology of Serbia,Institute for Orthopaedic surgery and Traumatology
[5] Clinical Centre of Serbia,undefined
来源
Biomedical Microdevices | 2012年 / 14卷
关键词
Bone metastases; Fractals; Multifractals; Hõlder’s exponent; Microscopic medical images; Carcinoma; FracLac;
D O I
暂无
中图分类号
学科分类号
摘要
The paper considers the method, based on multifractal (MF) analysis, for classifying the shape of tissue cells from microscopis images, identifying the primary cancer in cases of metastasis bone disease. Diagnosis of primary cancer is of great importance, because further treatment depends on how successful and accurate that diagnosis is. This method can be applied as an additional and objective tool in primary cancer diagnosis, as well as in decreasing of the subjective factor and error probability. The method is tested over a large number (1050) of clinical cases from the Institute of Pathology, University of Belgrade. The results of computer-aided analysis of images have been presented and discussed.
引用
收藏
页码:541 / 548
页数:7
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