IMAGE-PROCESSING FOR COMPUTER-AIDED DIAGNOSIS OF LUNG-CANCER BY CT (LSCT)

被引:35
作者
YAMAMOTO, S
TANAKA, I
SENDA, M
TATENO, Y
IINUMA, T
MATSUMOTO, T
MATSUMOTO, M
机构
[1] NATL INST RADIOL SCI,DIV CLIN RES,CHIBA 263,JAPAN
[2] GUNMA UNIV,SCH CHEM,MAEBASHI,GUNMA 371,JAPAN
关键词
X-RAY CT IMAGE PROCESSING; MORPHOLOGICAL FILTER; ISOLATED SHADOW EXTRACTION; AUTOMATIC DIAGNOSIS; LUNG CANCER;
D O I
10.1002/scj.4690250207
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper reports a special-purpose CT for early detection of lung cancer and presents the basic idea. The parallel use of the following two systems is investigated as the diagnosis-support image display method needed in such a system, and a satisfactory result is obtained. (1) The maximum intensity projection (MIP) is applied as a means to realize the two-dimensional projection display from the three-dimensional information composed of 40 slices of lung tissue while retaining the information concerning the pathological shadows. When the simple MIP is applied, there is a large disturbance due to unnecessary organ signals. Consequently, a method is developed in which unnecessary information is deleted by thresholding; (2) The automatic recognition of candidates for the pathological shadows is applied to each slice. Only the CT image containing a shadow candidate is displayed on CRT, which helps to reduce greatly the number of cross sections to be displayed. In the automatic recognition of the pathological shadow, the quoit filter recently developed by the authors is employed.
引用
收藏
页码:67 / 81
页数:15
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