Application of computer-aided diagnosis in early detection of pulmonary nodules based on digital chest radiograph.
- Author:
Ju QIN
;
Hongli BAI
;
Chang LIU
;
Jianqun YU
;
Hongjing ZHANG
;
Zejiang ZHANG
;
Weimin LI
;
Lizhi ZHANG
- Publication Type:Journal Article
- MeSH:
China;
Diagnosis, Computer-Assisted;
Early Diagnosis;
Humans;
Lung;
pathology;
Radiographic Image Enhancement;
Radiography, Thoracic;
Thorax
- From:
Journal of Biomedical Engineering
2014;31(5):1117-1120
- CountryChina
- Language:Chinese
-
Abstract:
This study aims to explore the clinical value of the computer-aided diagnosis (CAD) system for early detection of the pulmonary nodules on digital chest X-ray. A total of 100 cases of digital chest radiographs with pulmonary nodules of 5-20 mm diameter were selected from Pictures Archiving and Communication System (PACS) database in West China Hospital of Sichuan University were enrolled into trial group, and other 200 chest radiographs without pulmonary nodules as control group. All cases were confirmed by CT examination. Firstly, these cases were diagnosed by 5 different-seniority doctors without CAD, and after three months, these cases were re-diagnosed by the 5 doctors with CAD. Subsequently, the diagnostic results were analyzed by using SPSS statistical methods. The results showed that the sensitivity and specificity for detecting pulmonary nodules tended to be improved by using the CAD system, especially for specificity, but there was no significant difference before and after using CAD system.
