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.
机构:
Mt Sinai Sch Med, Div Gen Internal Med, New York, NY USA
Mt Sinai Sch Med, Div Pulm & Crit Care Med, New York, NY USAUniv Navarra, Univ Navarra Clin, Dept Radiol, Pamplona 31008, Spain
机构:
UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Dickson, J. L.
Horst, C.
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UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Horst, C.
Nair, A.
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UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Univ Coll London Hosp, Dept Radiol, London, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Nair, A.
Tisi, S.
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UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Tisi, S.
Prendecki, R.
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UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Prendecki, R.
Janes, S. M.
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UCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
Univ Coll London Hosp, Dept Thorac Med, London, EnglandUCL, UCL Resp, Lungs Living Res Ctr, 5 Univ St, London WC1E 6JF, England
机构:
Second Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Fan, Li
Wang, Yun
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Second Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Wang, Yun
Zhou, Ying
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Second Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Xu Zhou Med Univ, Dept Radiol, Hosp Lian Yungang 1, Lian Yungang, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Zhou, Ying
Li, Qiong
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Second Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Li, Qiong
Yang, Wenjie
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Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Radiol, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Yang, Wenjie
Wang, Shengping
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Fudan Univ, Shanghai Canc Ctr, Dept Radiol, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Wang, Shengping
Shan, Fei
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Shanghai Publ Hlth Clin Ctr, Fudan Univ, Dept Radiol, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Shan, Fei
Zhang, Xingwei
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Fudan Univ, Zhongshan Hosp, Dept Radiol, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Zhang, Xingwei
Shi, Jingyun
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机构:
Tongji Univ, Sch Med, Dept Radiol, Shanghai Pulm Hosp, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Shi, Jingyun
Chen, Wufei
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Fudan Univ, Huadong Hosp, Dept Radiol, Shanghai, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
Chen, Wufei
Liu, Shi-Yuan
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Second Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R ChinaSecond Mil Med Univ, Changzheng Hosp, Dept Radiol, 415 Fengyang Rd, Shanghai 200003, Peoples R China
机构:
Department of Medical Imaging and Radiation Sciences, European Institute of Oncology, Via Ripamonti, 435, MilanDepartment of Medical Imaging and Radiation Sciences, European Institute of Oncology, Via Ripamonti, 435, Milan
Rampinelli C.
Calloni S.F.
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机构:
School of Medicine, University of Milan, MilanDepartment of Medical Imaging and Radiation Sciences, European Institute of Oncology, Via Ripamonti, 435, Milan
Calloni S.F.
Minotti M.
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机构:
School of Medicine, University of Milan, MilanDepartment of Medical Imaging and Radiation Sciences, European Institute of Oncology, Via Ripamonti, 435, Milan