EFFECTS OF OPTIMIZATION AND IMAGE-PROCESSING IN DIGITAL CHEST RADIOGRAPHY - AN ROC STUDY WITH AN ANTHROPOMORPHIC PHANTOM

被引:15
作者
KHEDDACHE, S
MANSSON, LG
ANGELHED, JE
DENBRATT, L
GOTTFRIDSSON, B
SCHLOSSMAN, D
机构
[1] Departments of Radiology and Radiation Physics, Göteborg University, Sahlgrenska Hospital, Göteborg
关键词
DIAGNOSTIC RADIOLOGY; PHANTOM; OBSERVER PERFORMANCE; THORAX; RADIOGRAPHY; RECEIVER OPERATING CHARACTERISTIC CURVE; DIGITAL; DIGITAL IMAGE PROCESSING;
D O I
10.1016/0720-048X(91)90097-F
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 digital system for chest radiography based on a large image intensifier was compared to a conventional film-screen system. The digital system was optimized with regard to spatial and contrast resolution and dose. The images were digitally processed for contrast and edge enhancement. A simulated pneumothorax and two simulated nodules were positioned over the lungs and the mediastinum of an anthropomorphic phantom. Observer performance was evaluated with ROC analysis. Five observers assessed the processed digital images and the conventional full-size radiographs. The time spent viewing the full-size radiographs and the digital images was recorded. For the simulated pneumothorax, the results showed perfect performance for the full-size radiographs and detectability was high also for the processed digital images. No significant difference in the detectability of the simulated nodules was seen between the two imaging systems. The results for the digital images showed a significantly improved detectability for the nodules in the mediastinum as compared to a previous ROC study where no optimization and image processing was available. No significant difference in detectability was seen between the former and the present ROC study for small nodules in the lung. No difference was seen in the time spent assessing the conventional full-size radiographs and the digital images. The study indicates that processed digital images produced by a large image intensifier are equal in image quality to conventional full-size radiographs for low-contrast objects such as nodules.
引用
收藏
页码:143 / 150
页数:8
相关论文
共 36 条
  • [21] MacMahon, Vyborny, Powell, Doi, Metz, The effect of pixel size on the detection rate of early pulmonary sarcoidosis in digital chest radiographic systems, SPIE, 486, pp. 14-20, (1984)
  • [22] MacMahon, Vyborny, Sabeti, Metz, Doi, The effect of digital unsharp masking on the detectability of interstitial infiltrates and pneumothoraces, SPIE 1985, pp. 246-252, (1985)
  • [23] MacMahon, Vyborny, Metz, Doi, Sabeti, Solomon, Digital radiography of subtle pulmonary abnormalities: an ROC study of the effect of pixel size on observer performance, Radiology, 158, pp. 21-26, (1986)
  • [24] Manninen, Physical image parameters and diagnostic quality of roentgenographs: investigations on chest imaging chains, Dissertation, (1985)
  • [25] Metz, Basic principles in ROC analysis, Seminars in nuclear medicine, 8, pp. 283-298, (1978)
  • [26] Metz, ROC methodology in radiologic imaging, Invest Radiol, 21, pp. 720-733, (1986)
  • [27] Muhm, Miler, Fontana, Sanderson, Uhlenhopp, Lung cancer detected during a screening program using four-month chest radiographs, Radiology, 1348, pp. 609-615, (1983)
  • [28] Mansson, Kheddache, Schlossman, Borjesson, Hakansson, Mattsson, Tylen, Digital chest radiography with a large image intensifier evaluation of diagnostic performance and patient exposure, Acta Radiologica, 30, pp. 337-342, (1989)
  • [29] Mansson, Kheddache, Borjesson, Mattsson, Schlossman, Digital chest radiography with a large image intensifier an ROC study with an anthropomorphic phantom, Eur J Radiol, 9, pp. 208-213, (1989)
  • [30] Oestmann, Greene, Kushner, Bourgouin, Linetsky, Llewelly, Lung lesions: correlation between viewing time and detection, Radiology, 166, pp. 451-453, (1988)