Computer-aided diagnosis in chest radiography: A survey

被引:331
作者
van Ginneken, B
Romeny, BMTH
Viergever, MA
机构
[1] Univ Utrecht, Med Ctr, Image Sci Inst, NL-3584 CX Utrecht, Netherlands
[2] Eindhoven Univ Technol, Fac Biomed Engn Med & Biomed Imaging, NL-5600 MB Eindhoven, Netherlands
关键词
chest radiography; computer-aided diagnosis; lung field segmentation; lung nodule detection; rib segmentation;
D O I
10.1109/42.974918
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The traditional chest radiograph is still ubiquitous in clinical practice, and will likely remain so for quite some time. Yet, its interpretation is notoriously difficult. This explains the continued interest in computer-aided diagnosis for chest radiography. The purpose of this survey is to categorize and briefly review the literature on computer analysis of chest images, which comprises over 150 papers published in the last 30 years. Remaining challenges are indicated and some directions for future research are given.
引用
收藏
页码:1228 / 1241
页数:14
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