Volumetric assessment of emphysema on low-dose screening CT scans

被引:2
|
作者
Kostis, WJ [1 ]
Fluture, SC [1 ]
Farooqi, AO [1 ]
Yankelevitz, DF [1 ]
Henschke, CI [1 ]
机构
[1] Cornell Univ, Weill Med Coll, New York, NY 10021 USA
关键词
computer-aided diagnosis; low-dose CT; emphysema; pulmonary disease; screening;
D O I
10.1117/12.481421
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
A study was performed to test whether automated computer analysis of low-dose helical CT scans can accurately estimate the degree of emphysema. We characterized the severity of emphysema on low-dose high-resolution (2.5 mm slice thickness) CT scans into 4 categories (normal, mild, moderate, and severe) as determined by a thoracic radiologist. From our database we chose 80 cases (20 within each category) for analysis. Our analysis system segments the lung parenchyma from surrounding structures and computes an emphysema index as the volumetric percentage of emphysema for the entire lung volume using a dual thresholding technique. One-way analysis of variance was used to assess the emphysema index. For those cases classified as normal, the emphysema index was 11.74 +/- 1.24 (mean +/- sem), for mild it was 15.00 +/- 1.31, for moderate it was 16.91 +/- 1.72, and for severe it was 26.77 +/- 1.73. The differences were statistically significant (p < 0.0001) and showed an increasing score with increasing severity of emphysema. Our system provides a useful index of the degree of emphysema present. Use of the system allows subjects undergoing lung cancer screening studies to have the extent of their emphysema quantified on a year-to-year basis.
引用
收藏
页码:827 / 834
页数:8
相关论文
共 50 条
  • [31] Low-dose CT screening — determining the right interval
    David Yankelevitz
    Claudia Henschke
    Nature Reviews Clinical Oncology, 2016, 13 : 533 - 534
  • [32] Low-dose CT for lung cancer screening Reply
    Field, John K.
    Heuvelmans, Marjolein A.
    Devaraj, Anand
    Heussel, Claus P.
    Baldwin, David R.
    Vliegenthart, Rozemarijn
    Duffy, Stephen W.
    Oudkerk, Matthijs
    LANCET ONCOLOGY, 2018, 19 (03): : E135 - E136
  • [33] Impact of low-dose CT on lung cancer screening
    Diederich, S
    Wormanns, D
    LUNG CANCER, 2004, 45 : S13 - S19
  • [34] Low-dose CT screening - determining the right interval
    Yankelevitz, David
    Henschke, Claudia
    NATURE REVIEWS CLINICAL ONCOLOGY, 2016, 13 (09) : 533 - 534
  • [35] The evidence for low-dose CT screening of lung cancer
    Ruchalski, Kathleen
    Gutierrez, Antonio
    Genshaft, Scott
    Abtin, Fereidoun
    Suh, Robert
    CLINICAL IMAGING, 2016, 40 (02) : 288 - 295
  • [36] Early Results of Lung Cancer Screening and Radiation Dose Assessment by Low-dose CT at a Community Hospital
    Jacobs, Corbin D.
    Jafari, Mary Ellen
    CLINICAL LUNG CANCER, 2017, 18 (05) : E327 - E331
  • [37] Long-term cancer risk associated with lung nodules observed on low-dose screening CT scans
    Pinsky, Paul
    Gierada, David S.
    LUNG CANCER, 2020, 139 : 179 - 184
  • [38] Assessment of Harmonization Techniques for Emphysema Measures in Low-Dose and Heterogeneous Acquisitions
    Vegas-Sanchez-Ferrero, G.
    Nardelli, P.
    Ash, S.
    Washko, G. R.
    Estepar, R. San Jose
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2020, 201
  • [39] Appropriate screening intervals in low-dose CT lung cancer screening
    Heuvelmans, Marjolein A.
    Oudkerk, Matthijs
    TRANSLATIONAL LUNG CANCER RESEARCH, 2018, 7 (03) : 281 - 287
  • [40] Vertebral bone attenuation on low-dose chest CT: quantitative volumetric analysis for bone fragility assessment
    Kim, Y. W.
    Kim, J. H.
    Yoon, S. H.
    Lee, J. H.
    Lee, C. -H.
    Shin, C. S.
    Park, Y. S.
    OSTEOPOROSIS INTERNATIONAL, 2017, 28 (01) : 329 - 338