DATA-COMPRESSION - EFFECT ON DIAGNOSTIC-ACCURACY IN DIGITAL CHEST RADIOGRAPHY

被引:102
作者
MACMAHON, H
DOI, K
SANADA, S
MONTNER, SM
GIGER, ML
METZ, CE
NAKAMORI, N
YIN, FF
XU, XW
YONEKAWA, H
TAKEUCHI, H
机构
关键词
DATA COMPRESSION; IMAGES; PROCESSING; PICTURE ARCHIVING AND COMMUNICATION SYSTEM (PACS); RADIOGRAPHY; DIGITAL; TECHNOLOGY; RECEIVER OPERATING CHARACTERISTIC CURVE (ROC);
D O I
10.1148/radiology.178.1.1984299
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
High-resolution digital images make up very large data sets that are relatively slow to transmit and expensive to store. Data compression techniques are being developed to address this problem, but significant image deterioration can occur at high compression ratios. In this study, the authors evaluated a form of adaptive block cosine transform coding, a new compression technique that allows considerable compression of digital radiographs with minimal degradation of image quality. To determine the effect of data compression on diagnostic accuracy, observer tests were performed with 60 digitized chest radiographs (2,048 x 2,048 matrix, 1,024 shades of gray) containing subtle examples of pneumothorax, interstitial infiltrate, nodules, and bone lesions. Radiographs with no compression, with 25:1 compression, and with 50:1 compression ratios were presented in randomized order to 12 radiologists. The results suggest that, with this compression scheme, compression ratios as high as 25:1 may be acceptable for primary diagnosis in chest radiology.
引用
收藏
页码:175 / 179
页数:5
相关论文
共 12 条
  • [1] IMAGE DATA-COMPRESSION
    BRAMBLE, JM
    HUANG, HK
    MURPHY, MD
    [J]. INVESTIGATIVE RADIOLOGY, 1988, 23 (10) : 707 - 712
  • [2] CHEN WH, 1984, IEEE T COMMUN, V32, P225
  • [3] ELNAHAS SE, 1984, 8 C COMP APPL RAD ST, P383
  • [4] ISHIDA M, 1982, P SOC PHOTO-OPT INST, V347, P42, DOI 10.1117/12.933805
  • [5] CLINICAL-EVALUATION OF IRREVERSIBLE IMAGE COMPRESSION - ANALYSIS OF CHEST IMAGING WITH COMPUTED RADIOGRAPHY
    ISHIGAKI, T
    SAKUMA, S
    IKEDA, M
    ITOH, Y
    SUZUKI, M
    IWAI, S
    [J]. RADIOLOGY, 1990, 175 (03) : 739 - 743
  • [6] COMPRESSION OF RADIOLOGICAL IMAGES WITH 512, 1,024, AND 2,048 MATRICES
    LO, SC
    HUANG, HK
    [J]. RADIOLOGY, 1986, 161 (02) : 519 - 525
  • [7] DIGITAL RADIOGRAPHY OF SUBTLE PULMONARY ABNORMALITIES - AN ROC STUDY OF THE EFFECT OF PIXEL SIZE ON OBSERVER PERFORMANCE
    MACMAHON, H
    VYBORNY, CJ
    METZ, CE
    DOI, K
    SABETI, V
    SOLOMON, SL
    [J]. RADIOLOGY, 1986, 158 (01) : 21 - 26
  • [8] DIGITAL CHEST RADIOGRAPHY - EFFECT ON DIAGNOSTIC-ACCURACY OF HARD COPY, CONVENTIONAL VIDEO, AND REVERSED GRAY SCALE VIDEO DISPLAY FORMATS
    MACMAHON, H
    METZ, CE
    DOI, K
    KIM, T
    GIGER, ML
    CHAN, HP
    [J]. RADIOLOGY, 1988, 168 (03) : 669 - 673
  • [10] METZ CE, 1986, INVEST RADIOL, V21, P720, DOI 10.1097/00004424-198609000-00009