Automated storage and retrieval of thin-section CT images to assist diagnosis: System description and preliminary assessment

被引:115
作者
Aisen, AM
Broderick, LS
Winer-Muram, H
Brodley, CE
Kak, AC
Pavlopoulou, C
Dy, J
Shyu, CR
Marchiori, A
机构
[1] Indiana Univ, Sch Med, Dept Radiol, Indianapolis, IN 46202 USA
[2] Univ Wisconsin, Dept Radiol, Madison, WI 53706 USA
[3] Purdue Univ, Dept Elect & Comp Engn, W Lafayette, IN 47907 USA
关键词
computed tomography (CT); thin-section; computers; diagnostic aid; educational aid; lung; CT; diseases;
D O I
10.1148/radiol.2281020126
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
A software system and database for computer-aided diagnosis with thin-section computed tomographic (CT) images of the chest was designed and implemented. When presented with an unknown query image, the system uses pattern recognition to retrieve visually similar images with known diagnoses from the database. A preliminary validation trial was conducted with 11 volunteers who were asked to select the best diagnosis for a series of test images, with and without software assistance. The percentage of correct answers increased from 29% to 62% with computer assistance. This finding suggests that this system may be useful for computer-assisted diagnosis. (C) RSNA, 2003.
引用
收藏
页码:265 / 270
页数:6
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