Chest X-Ray Analysis to Detect Mass Tissue in Lung

被引:0
|
作者
Dey, Emon Kumar [1 ]
Muctadir, Hossain Muhammad [1 ]
机构
[1] Univ Dhaka, Inst Informat Technol, Dhaka 1000, Bangladesh
关键词
Chest X-Ray Analysis; Lung Abnormality Detection; Mass Tissue Detection; Lung Area segmentation; DCT Based Matching; Chest X-Ray abnormality; Lung Cancer Cell Detection;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Patient death ratio because of lung cancer is much higher than other types of cancer. Early detection is a must to take effective steps towards curing this disease. Medical researchers have proven that in most of the cases nodules or mass tissues in lung is an indication of lung cancer. Detection of these abnormalities at an early stage can help doctors to take proper steps towards curing this disease. The aim of this study is to make an intelligent semi-automated system that can assist detection of lung mass tissues from X-ray of chest. Simple image processing techniques like morphological operations, template matching etc. are used here which made the proposed method easily implementable, resource effective and efficient. A test on JSRT image database using this method shows accuracy and precision of 76.12% and 76.16% respectively.
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页数:5
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