Evaluation of solid pulmonary nodules in patients with bladder cancer with computed tomography based texture analysis method: Is it possible to differentiate metastatic - non-metastatic nodules?
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作者:
Ozgul, Hakan Abdullah
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Dokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Ozgul, Hakan Abdullah
[1
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Altay, Canan
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Dokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Altay, Canan
[1
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Basara Akin, Isil
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Dokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Basara Akin, Isil
[1
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Bozkurt, Ozan
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Dokuz Eylul Univ, Dept Urol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Bozkurt, Ozan
[2
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Demir, Omer
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Dokuz Eylul Univ, Dept Urol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Demir, Omer
[2
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Tuna, Emine Burcin
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Dokuz Eylul Univ, Dept Pathol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Tuna, Emine Burcin
[3
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Yorukoglu, Kutsal
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Dokuz Eylul Univ, Dept Pathol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Yorukoglu, Kutsal
[3
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Secil, Mustafa
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Dokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, TurkeyDokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
Secil, Mustafa
[1
]
机构:
[1] Dokuz Eylul Univ, Dept Radiol, Fac Med, Izmir, Turkey
[2] Dokuz Eylul Univ, Dept Urol, Fac Med, Izmir, Turkey
[3] Dokuz Eylul Univ, Dept Pathol, Fac Med, Izmir, Turkey
来源:
TUBERKULOZ VE TORAKS-TUBERCULOSIS AND THORAX
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2021年
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69卷
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02期
Introduction: Solid Pulmonary Nodule (SPN) is defined as parenchymal radiopacity smaller than 3 cm in diameter. Evaluating the metastatic nature of the SPNs detected in the thorax computed tomography (TCT) examination for staging purposes in cancer patients becomes a fundamental problem for the physician. Invasive procedures, additional imaging or follow-up imaging, are often used to differentiate metastatic and non-metastatic nodules. In this study, we aimed to distinguish SPNs detected in patients diagnosed with bladder cancer (BC) as metastatic and non-metastatic nodules by texture analysis. Materials and Methods: TCT images of patients diagnosed with BC in our hospital from January 2007 until December 2017 were retrospectively evaluated. A total of 46 patients with SPN, including metastatic (n= 19) and non-metastatic (n= 27), were included in the study. Short axis diameter, long-axis diameter, nodule volume and volume histogram values of the nodules were obtained. Chisquare test was used to evaluate dependent variables, and the Mann-Whitney U test was used to evaluate independent variables. ROC curves of the obtained data were plotted. Statistically, the significant p-value was determined as less than 0.05. Results: A significant difference was found between SPN long axis, short axis and volume values. In the volumetric histogram analysis, the maximum density value and the mean density value were found to be statistically significant. When the average of the highest densities in the volume histogram data was evaluated, the area under the curve value was 0.702 (95% CI, 519-854). The metastatic nodule could be distinguished with a sensitivity of 88% and a specificity of 70% when the volume histogram has the maximum density threshold of 50 HU. Conclusion: In this study, we concluded that SPN detected on CT images can be distinguished as metastatic and non-metastatic nodules using texture analysis method without invasive procedures.
机构:
Chongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
Wu, Shun
Fan, Xiao
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Chongqing Med Univ, Natl Clin Res Ctr Child Hlth & Disorders, Dept Radiol, Minist Educ,Key Lab Child Dev & Disorders,Children, Chongqing, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
Fan, Xiao
Li, Xian
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机构:
Chongqing Med Univ, Dept Pathol, Chongqing, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
Li, Xian
Luo, Tian-you
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Chongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
Luo, Tian-you
Li, Xing-hua
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Chongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
Li, Xing-hua
Li, Qi
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Chongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R ChinaChongqing Med Univ, Affiliated Hosp 1, Dept Radiol, 1 Youyi Rd, Chongqing 400016, Peoples R China
机构:
Department of Radiology, the First Affiliated Hospital of China Medical UniversityDepartment of Radiology, the First Affiliated Hospital of China Medical University
Ting Luo
Ke Xu
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Department of Radiology, the First Affiliated Hospital of China Medical UniversityDepartment of Radiology, the First Affiliated Hospital of China Medical University
Ke Xu
Zheng Zhang
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Department of Radiology, the First Affiliated Hospital of China Medical UniversityDepartment of Radiology, the First Affiliated Hospital of China Medical University
Zheng Zhang
Lina Zhang
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机构:
Department of Radiology, the First Affiliated Hospital of China Medical UniversityDepartment of Radiology, the First Affiliated Hospital of China Medical University
机构:
Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Univ Queensland, Princess Alexandra Hosp, Dept Med Imaging, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Ladwa, Rahul
Roberts, Kate E.
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Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Univ Queensland, Princess Alexandra Hosp, Dept Med Imaging, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Roberts, Kate E.
O'Leary, Connor
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Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Queensland Univ Technol, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
O'Leary, Connor
Maggacis, Nicole
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Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Maggacis, Nicole
O'Byrne, Kenneth J.
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Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Queensland Univ Technol, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
O'Byrne, Kenneth J.
Miles, Kenneth
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Princess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
Univ Queensland, Princess Alexandra Hosp, Dept Med Imaging, Brisbane, Qld, AustraliaPrincess Alexandra Hosp, Dept Med Oncol, Brisbane, Qld, Australia
机构:
Univ Missouri Kansas City, USA, Kansas City, MO 64110 USA
Univ Kansas, Med Ctr, Kansas City, KS 66103 USAUniv Missouri Kansas City, USA, Kansas City, MO 64110 USA
Ohene-Agyei, Jada
Madhira, Marisha
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Univ Kansas, Med Ctr, Kansas City, KS 66103 USAUniv Missouri Kansas City, USA, Kansas City, MO 64110 USA
Madhira, Marisha
Smith, Holly
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Univ Kansas, Med Ctr, Kansas City, KS 66103 USAUniv Missouri Kansas City, USA, Kansas City, MO 64110 USA
Smith, Holly
Sardiu, Mihaela E.
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Univ Kansas, Med Ctr, Kansas City, KS 66103 USAUniv Missouri Kansas City, USA, Kansas City, MO 64110 USA
Sardiu, Mihaela E.
Lee, Eugene K.
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Univ Kansas, Med Ctr, Kansas City, KS 66103 USAUniv Missouri Kansas City, USA, Kansas City, MO 64110 USA
机构:
China Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R ChinaChina Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R China
Luo, Ting
Xu, Ke
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China Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R ChinaChina Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R China
Xu, Ke
Zhang, Zheng
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China Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R ChinaChina Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R China
Zhang, Zheng
Zhang, Lina
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China Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R ChinaChina Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R China
Zhang, Lina
Wu, Shandong
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机构:
Univ Pittsburgh, Dept Radiol, Pittsburgh, PA 15106 USA
Univ Pittsburgh, Dept Biomed Informat, Pittsburgh, PA 15106 USA
Univ Pittsburgh, Dept Bioengn, Pittsburgh, PA 15106 USA
Univ Pittsburgh, Dept Intelligent Syst, Pittsburgh, PA 15106 USAChina Med Univ, Affiliated Hosp 1, Dept Radiol, Shenyang 110000, Liaoning, Peoples R China
机构:
Dana Farber Canc Inst, Lank Ctr Genitourinary Oncol, Harvard Med Sch, Boston, MA USA
Broad Inst, Cambridge, MA USADana Farber Canc Inst, Dept Imaging, Harvard Med Sch, Boston, MA USA
Ravi, Arvind
McGregor, Bradley
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机构:
Dana Farber Canc Inst, Lank Ctr Genitourinary Oncol, Harvard Med Sch, Boston, MA USADana Farber Canc Inst, Dept Imaging, Harvard Med Sch, Boston, MA USA
McGregor, Bradley
Sonpavde, Guru
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Dana Farber Canc Inst, Lank Ctr Genitourinary Oncol, Harvard Med Sch, Boston, MA USADana Farber Canc Inst, Dept Imaging, Harvard Med Sch, Boston, MA USA
Sonpavde, Guru
Shinagare, Atul B.
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机构:
Dana Farber Canc Inst, Dept Imaging, Harvard Med Sch, Boston, MA USA
Brigham & Womens Hosp, Dept Radiol, Harvard Med Sch, 75 Francis St, Boston, MA 02115 USADana Farber Canc Inst, Dept Imaging, Harvard Med Sch, Boston, MA USA
Shinagare, Atul B.
EUROPEAN UROLOGY ONCOLOGY,
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