메뉴 건너뛰기




Volumn 42, Issue 12, 2015, Pages 6784-6797

Can radiomics features be reproducibly measured from CBCT images for patients with non-small cell lung cancer?

Author keywords

cone beam CT; quantitative imaging features; reproducibility; texture

Indexed keywords

BIOLOGICAL ORGANS; COMPUTERIZED TOMOGRAPHY; DISEASES; LINEAR ACCELERATORS; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; PROJECTILES; RADIOTHERAPY; RUBBER; TESTING;

EID: 84946918741     PISSN: 00942405     EISSN: 24734209     Source Type: Journal    
DOI: 10.1118/1.4934826     Document Type: Article
Times cited : (153)

References (42)
  • 1
    • 84893416081 scopus 로고    scopus 로고
    • National Cancer Institute, (National Cancer Institute, Bethesda).
    • National Cancer Institute, SEER Stat Fact Sheets: Lung and Bronchus Cancer (National Cancer Institute, Bethesda, 2014), http://seer.cancer.gov/statfacts/html/lungb.html.
    • (2014) SEER Stat Fact Sheets: Lung and Bronchus Cancer
  • 2
    • 44249086425 scopus 로고    scopus 로고
    • Non-small cell lung cancer: Epidemiology, risk factors, treatment, and survivorship
    • J. R. Molina, P. Yang, S. D. Cassivi, S. E. Schild, and A. A. Adjei, " Non-small cell lung cancer: Epidemiology, risk factors, treatment, and survivorship," Mayo Clin. Proc. 83 (5), 584-594 (2008). 10.1016/S0025-6196(11)60735-0
    • (2008) Mayo Clin. Proc. , vol.83 , Issue.5 , pp. 584-594
    • Molina, J.R.1    Yang, P.2    Cassivi, S.D.3    Schild, S.E.4    Adjei, A.A.5
  • 3
    • 84930578580 scopus 로고    scopus 로고
    • Pretreatment modified Glasgow prognostic score predicts clinical outcomes after stereotactic body radiation therapy for early-stage non-small cell lung cancer
    • T. Kishi, Y. Matsuo, N. Ueki, Y. Iizuka, A. Nakamura, K. Sakanaka, T. Mizowaki, and M. Hiraoka, " Pretreatment modified Glasgow prognostic score predicts clinical outcomes after stereotactic body radiation therapy for early-stage non-small cell lung cancer," Int. J. Radiat. Oncol., Biol., Phys. 92 (3), 619-626 (2015). 10.1016/j.ijrobp.2015.02.018
    • (2015) Int. J. Radiat. Oncol., Biol., Phys. , vol.92 , Issue.3 , pp. 619-626
    • Kishi, T.1    Matsuo, Y.2    Ueki, N.3    Iizuka, Y.4    Nakamura, A.5    Sakanaka, K.6    Mizowaki, T.7    Hiraoka, M.8
  • 4
    • 84930607480 scopus 로고    scopus 로고
    • Reduction in tumor volume by cone-beam computed tomography predicts overall survival in non-small cell lung cancer treated with chemoradiation therapy
    • S. K. Jabbour, S. Kim, S. A. Haider, X. Xu, A. Wu, S. Surakanti, J. Aisner, J. Langenfeld, N. J. Yue, B. G. Haffty, and W. Zou, " Reduction in tumor volume by cone-beam computed tomography predicts overall survival in non-small cell lung cancer treated with chemoradiation therapy," Int. J. Radiat. Oncol., Biol., Phys. 92 (3), 627-633 (2015). 10.1016/j.ijrobp.2015.02.017
    • (2015) Int. J. Radiat. Oncol., Biol., Phys. , vol.92 , Issue.3 , pp. 627-633
    • Jabbour, S.K.1    Kim, S.2    Haider, S.A.3    Xu, X.4    Wu, A.5    Surakanti, S.6    Aisner, J.7    Langenfeld, J.8    Yue, N.J.9    Haffty, B.G.10    Zou, W.11
  • 6
    • 84861459453 scopus 로고    scopus 로고
    • Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: A potential marker of survival
    • B. Ganeshan, E. Panayiotou, K. Burnand, S. Dizdarevic, and K. Miles, " Tumour heterogeneity in non-small cell lung carcinoma assessed by CT texture analysis: A potential marker of survival," Eur. Radiol. 22, 796-802 (2012). 10.1007/s00330-011-2319-8
    • (2012) Eur. Radiol. , vol.22 , pp. 796-802
    • Ganeshan, B.1    Panayiotou, E.2    Burnand, K.3    Dizdarevic, S.4    Miles, K.5
  • 10
    • 84903770590 scopus 로고    scopus 로고
    • Noninvasive image texture analysis differentiates K-ras mutation from pan-wildtype NSCLC and is prognostic
    • G. J. Weiss, B. Ganeshan, K. A. Miles, D. H. Campbell, P. Y. Cheung, S. Frank, and R. L. Korn, " Noninvasive image texture analysis differentiates K-ras mutation from pan-wildtype NSCLC and is prognostic," PLoS One 9 (7), e100244 (2014). 10.1371/journal.pone.0100244
    • (2014) PLoS One , vol.9 , Issue.7 , pp. e100244
    • Weiss, G.J.1    Ganeshan, B.2    Miles, K.A.3    Campbell, D.H.4    Cheung, P.Y.5    Frank, S.6    Korn, R.L.7
  • 12
    • 84908211707 scopus 로고    scopus 로고
    • Prognostic value and reproducibility of pretreatment CT texture features in stage III non-small cell lung cancer
    • D. V. Fried, S. L. Tucker, S. Zhou, Z. Liao, O. Mawlawi, G. Ibbott, and L. E. Court, " Prognostic value and reproducibility of pretreatment CT texture features in stage III non-small cell lung cancer," Int. J. Radiat. Oncol., Biol., Phys. 90 (4), 834-842 (2014). 10.1016/j.ijrobp.2014.07.020
    • (2014) Int. J. Radiat. Oncol., Biol., Phys. , vol.90 , Issue.4 , pp. 834-842
    • Fried, D.V.1    Tucker, S.L.2    Zhou, S.3    Liao, Z.4    Mawlawi, O.5    Ibbott, G.6    Court, L.E.7
  • 13
    • 77950065664 scopus 로고    scopus 로고
    • Multilevel binomial logistic prediction model for malignant pulmonary nodules based on texture features of CT image
    • H. Wang, X. H. Guo, Z. W. Jia, H. K. Li, Z. G. Liang, K. C. Li, and Q. He, " Multilevel binomial logistic prediction model for malignant pulmonary nodules based on texture features of CT image," Eur. J. Radiol. 74 (1), 124-129 (2010). 10.1016/j.ejrad.2009.01.024
    • (2010) Eur. J. Radiol. , vol.74 , Issue.1 , pp. 124-129
    • Wang, H.1    Guo, X.H.2    Jia, Z.W.3    Li, H.K.4    Liang, Z.G.5    Li, K.C.6    He, Q.7
  • 14
    • 84920858276 scopus 로고    scopus 로고
    • Quantitative CT texture and shape analysis: Can it differentiate benign and malignant mediastinal lymph nodes in patients with primary lung cancer?
    • H. Bayanati, R. E. Thornhill, C. A. Souza, V. Sethi-Virmani, A. Gupta, D. Maziak, K. Amjadi, and C. Dennie, " Quantitative CT texture and shape analysis: Can it differentiate benign and malignant mediastinal lymph nodes in patients with primary lung cancer?," Eur. Radiol. 25 (2), 480-487 (2015). 10.1007/s00330-014-3420-6
    • (2015) Eur. Radiol. , vol.25 , Issue.2 , pp. 480-487
    • Bayanati, H.1    Thornhill, R.E.2    Souza, C.A.3    Sethi-Virmani, V.4    Gupta, A.5    Maziak, D.6    Amjadi, K.7    Dennie, C.8
  • 16
    • 84925348152 scopus 로고    scopus 로고
    • Lung texture in serial thoracic computed tomography scans: Correlation of radiomics-based features with radiation therapy dose and radiation pneumonitis development
    • A. Cunliffe, S. G. Armato, R. Castillo, N. Pham, T. Guerrero, and H. A. Al-Hallaq, " Lung texture in serial thoracic computed tomography scans: Correlation of radiomics-based features with radiation therapy dose and radiation pneumonitis development," Int. J. Radiat. Oncol., Biol., Phys. 91 (5), 1048-1056 (2015). 10.1016/j.ijrobp.2014.11.030
    • (2015) Int. J. Radiat. Oncol., Biol., Phys. , vol.91 , Issue.5 , pp. 1048-1056
    • Cunliffe, A.1    Armato, S.G.2    Castillo, R.3    Pham, N.4    Guerrero, T.5    Al-Hallaq, H.A.6
  • 18
    • 84871704418 scopus 로고    scopus 로고
    • Non-small cell lung cancer: Histopathologic correlates for texture
    • B. Ganeshan, V. Goh, H. C. Mandeville, P. J. Hoskin, and K. A. Miles, " Non-small cell lung cancer: Histopathologic correlates for texture," Radiology 266 (1), 326-336 (2013). 10.1148/radiol.12112428
    • (2013) Radiology , vol.266 , Issue.1 , pp. 326-336
    • Ganeshan, B.1    Goh, V.2    Mandeville, H.C.3    Hoskin, P.J.4    Miles, K.A.5
  • 19
    • 45749094210 scopus 로고    scopus 로고
    • Texture analysis of aggressive and nonaggressive lung tumor CE CT images
    • O. S. Al-Kadi and D. Watson, " Texture analysis of aggressive and nonaggressive lung tumor CE CT images," IEEE Trans. Biomed. Eng. 55, 1822-1830 (2008). 10.1109/TBME.2008.919735
    • (2008) IEEE Trans. Biomed. Eng. , vol.55 , pp. 1822-1830
    • Al-Kadi, O.S.1    Watson, D.2
  • 20
    • 84872015239 scopus 로고    scopus 로고
    • Are pretreatment 18F-FDG PET tumor textural features in non-small cell lung cancer associated with response and survival after chemoradiotherapy?
    • G. J. R. Cook, C. Yip, M. Siddique, V. Goh, S. Chicklore, A. Roy, P. Marsden, S. Ahmad, and D. Landau, " Are pretreatment 18F-FDG PET tumor textural features in non-small cell lung cancer associated with response and survival after chemoradiotherapy?," J. Nucl. Med. 54 (1), 19-26 (2013). 10.2967/jnumed.112.107375
    • (2013) J. Nucl. Med. , vol.54 , Issue.1 , pp. 19-26
    • Cook, G.J.R.1    Yip, C.2    Siddique, M.3    Goh, V.4    Chicklore, S.5    Roy, A.6    Marsden, P.7    Ahmad, S.8    Landau, D.9
  • 22
    • 84952898501 scopus 로고    scopus 로고
    • Stage III non-small cell lung cancer: Prognostic value of FDG-PET quantitative imaging features combined with clinical prognostic factors
    • (E-pub ahead of print).
    • D. V. Fried, O. Mawlawi, L. Zhang, X. Fave, S. Zhou, S. Tucker, G. Ibbott, Z. Liao, and L. E. Court, " Stage III non-small cell lung cancer: Prognostic value of FDG-PET quantitative imaging features combined with clinical prognostic factors," Radiology (E-pub ahead of print). 10.1148/radiol.2015142920
    • Radiology
    • Fried, D.V.1    Mawlawi, O.2    Zhang, L.3    Fave, X.4    Zhou, S.5    Tucker, S.6    Ibbott, G.7    Liao, Z.8    Court, L.E.9
  • 23
    • 84946921189 scopus 로고    scopus 로고
    • MD Anderson Cancer Center, (National Library of Medicine, Bethesda, MD).
    • MD Anderson Cancer Center, Image-Guided Adaptive Conformal Photon Versus Proton Therapy (National Library of Medicine, Bethesda, MD, 2000), https://clinicaltrials.gov/ct2/show/record/NCT00915005.
    • (2000) Image-Guided Adaptive Conformal Photon Versus Proton Therapy
  • 25
    • 13844294405 scopus 로고    scopus 로고
    • Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy
    • H. Wang, L. Dong, M. F. Lii, A. L. Lee, R. de Crevoisier, R. Mohan, J. D. Cox, D. A. Kuban, and R. Cheung, " Implementation and validation of a three-dimensional deformable registration algorithm for targeted prostate cancer radiotherapy," Int. J. Radiat. Oncol., Biol., Phys. 61 (3), 725-735 (2005). 10.1016/j.ijrobp.2004.07.677
    • (2005) Int. J. Radiat. Oncol., Biol., Phys. , vol.61 , Issue.3 , pp. 725-735
    • Wang, H.1    Dong, L.2    Lii, M.F.3    Lee, A.L.4    De Crevoisier, R.5    Mohan, R.6    Cox, J.D.7    Kuban, D.A.8    Cheung, R.9
  • 26
    • 69049115808 scopus 로고    scopus 로고
    • A proposal for strength-of-agreement criteria for Lin's concordance correlation coefficient
    • G. B. McBride, " A proposal for strength-of-agreement criteria for Lin's concordance correlation coefficient," NIWA Client Report No. HAM2005-062 (2005), pp. 1-14.
    • (2005) NIWA Client Report No. HAM2005-062 , pp. 1-14
    • McBride, G.B.1
  • 27
    • 84890056425 scopus 로고    scopus 로고
    • High quality machine-robust image features: Identification in nonsmall cell lung cancer computed tomography images
    • (12p).
    • L. A. Hunter, S. Krafft, F. Stingo, H. Choi, M. K. Martel, S. F. Kry, and L. E. Court, " High quality machine-robust image features: Identification in nonsmall cell lung cancer computed tomography images," Med. Phys. 40 (12), 121916 (12pp.) (2013). 10.1118/1.4829514
    • (2013) Med. Phys. , vol.40 , Issue.12
    • Hunter, L.A.1    Krafft, S.2    Stingo, F.3    Choi, H.4    Martel, M.K.5    Kry, S.F.6    Court, L.E.7
  • 28
    • 0038287894 scopus 로고    scopus 로고
    • Correlation and simple linear regression
    • K. H. Zou, K. Tuncali, and S. G. Silverman, " Correlation and simple linear regression," Radiology 227 (3), 617-622 (2003). 10.1148/radiol.2273011499
    • (2003) Radiology , vol.227 , Issue.3 , pp. 617-622
    • Zou, K.H.1    Tuncali, K.2    Silverman, S.G.3
  • 29
    • 84867866490 scopus 로고    scopus 로고
    • Statistics corner: A guide to appropriate use of correlation coefficient in medical research
    • M. M. Mukaka, " Statistics corner: A guide to appropriate use of correlation coefficient in medical research," Malawi Med. J. 24 (3), 69-71 (2012).
    • (2012) Malawi Med. J. , vol.24 , Issue.3 , pp. 69-71
    • Mukaka, M.M.1
  • 31
    • 77957909316 scopus 로고    scopus 로고
    • Texture analysis of non-small cell lung cancer on unenhanced computed tomography: Initial evidence for a relationship with tumour glucose metabolism and stage
    • B. Ganeshan, S. Abaleke, R. C. D. Young, C. R. Chatwin, and K. A. Miles, " Texture analysis of non-small cell lung cancer on unenhanced computed tomography: Initial evidence for a relationship with tumour glucose metabolism and stage," Cancer Imaging 10, 137-143 (2010). 10.1102/1470-7330.2010.0021
    • (2010) Cancer Imaging , vol.10 , pp. 137-143
    • Ganeshan, B.1    Abaleke, S.2    Young, R.C.D.3    Chatwin, C.R.4    Miles, K.A.5
  • 32
    • 84864349266 scopus 로고    scopus 로고
    • Non-small cell lung cancer: Identifying prognostic imaging biomarkers by leveraging public gene expression microarray data - Methods and preliminary results
    • O. Gevaert, J. Xu, C. D. Hoang, A. N. Leung, Y. Xu, A. Quon, D. L. Rubin, S. Napel, and S. K. Plevritis, " Non-small cell lung cancer: Identifying prognostic imaging biomarkers by leveraging public gene expression microarray data-Methods and preliminary results," Radiology 264 (2), 387-396 (2012). 10.1148/radiol.12111607
    • (2012) Radiology , vol.264 , Issue.2 , pp. 387-396
    • Gevaert, O.1    Xu, J.2    Hoang, C.D.3    Leung, A.N.4    Xu, Y.5    Quon, A.6    Rubin, D.L.7    Napel, S.8    Plevritis, S.K.9
  • 33
    • 84923913977 scopus 로고    scopus 로고
    • Ibex: An open infrastructure software platform to facilitate collaborative work in radiomics
    • L. Zhang, D. Fried, X. Fave, L. Hunter, J. Yang, and L. E. Court, " ibex: An open infrastructure software platform to facilitate collaborative work in radiomics," Med. Phys. 42 (3), 1341-1353 (2015). 10.1118/1.4908210
    • (2015) Med. Phys. , vol.42 , Issue.3 , pp. 1341-1353
    • Zhang, L.1    Fried, D.2    Fave, X.3    Hunter, L.4    Yang, J.5    Court, L.E.6
  • 35
    • 0001416258 scopus 로고
    • Texture analysis using gray level run lengths
    • M. M. Galloway, " Texture analysis using gray level run lengths," Comput. Graphics Image Process. 4 (2), 172-179 (1975). 10.1016/S0146-664X(75)80008-6
    • (1975) Comput. Graphics Image Process. , vol.4 , Issue.2 , pp. 172-179
    • Galloway, M.M.1
  • 36
    • 0024738619 scopus 로고
    • Textural features corresponding to textural properties
    • M. Amadasun and R. King, " Textural features corresponding to textural properties," IEEE Trans. Syst., Man, Cybern. 19 (5), 1264-1274 (1989). 10.1109/21.44046
    • (1989) IEEE Trans. Syst., Man, Cybern. , vol.19 , Issue.5 , pp. 1264-1274
    • Amadasun, M.1    King, R.2
  • 37
    • 84946936585 scopus 로고    scopus 로고
    • See supplementary material at E-MPHYA6-42-004512 for feature calculation parameters and the interscanner results of the dense cork cartridge.
    • See supplementary material at http://dx.doi.org/10.1118/1.4934826 E-MPHYA6-42-004512 for feature calculation parameters and the interscanner results of the dense cork cartridge.
  • 38
    • 0032941481 scopus 로고    scopus 로고
    • A method for incorporating organ motion due to breathing into 3D dose calculations
    • A. E. Lujan, E. W. Larsen, J. M. Balter, and R. K. Ten Haken, " A method for incorporating organ motion due to breathing into 3D dose calculations," Med. Phys. 26 (5), 715-720 (1999). 10.1118/1.598577
    • (1999) Med. Phys. , vol.26 , Issue.5 , pp. 715-720
    • Lujan, A.E.1    Larsen, E.W.2    Balter, J.M.3    Ten Haken, R.K.4
  • 39
    • 0037100122 scopus 로고    scopus 로고
    • Precise and real-time measurement of 3D tumor motion in lung due to breathing and heartbeat, measured during radiotherapy
    • Y. Seppenwoolde, H. Shirato, K. Kitamura, S. Shimizu, M. van Herk, J. V. Lebesque, and K. Miyasaka, " Precise and real-time measurement of 3D tumor motion in lung due to breathing and heartbeat, measured during radiotherapy," Int. J. Radiat. Oncol., Biol., Phys. 53 (4), 822-834 (2002). 10.1016/S0360-3016(02)02803-1
    • (2002) Int. J. Radiat. Oncol., Biol., Phys. , vol.53 , Issue.4 , pp. 822-834
    • Seppenwoolde, Y.1    Shirato, H.2    Kitamura, K.3    Shimizu, S.4    Van Herk, M.5    Lebesque, J.V.6    Miyasaka, K.7
  • 40
    • 84864210940 scopus 로고    scopus 로고
    • Evaluation of the potential utility of flat panel CT for quantifying relative contrast enhancement
    • A. K. Jones and A. Mahvash, " Evaluation of the potential utility of flat panel CT for quantifying relative contrast enhancement," Med. Phys. 39 (7), 4149-4154 (2012). 10.1118/1.4725711
    • (2012) Med. Phys. , vol.39 , Issue.7 , pp. 4149-4154
    • Jones, A.K.1    Mahvash, A.2
  • 42
    • 84942057006 scopus 로고    scopus 로고
    • Prognostic value of computed tomography texture features in non-small cell lung cancers treated with definitive concomitant chemoradiotherapy
    • S. Y. Ahn, C. M. Park, S. J. Park, H. J. Kim, C. Song, S. M. Lee, H. P. Mcadams, and J. M. Goo, " Prognostic value of computed tomography texture features in non-small cell lung cancers treated with definitive concomitant chemoradiotherapy," Invest. Radiol. 50 (10), 719-725 (2015). 10.1097/RLI.0000000000000174
    • (2015) Invest. Radiol. , vol.50 , Issue.10 , pp. 719-725
    • Ahn, S.Y.1    Park, C.M.2    Park, S.J.3    Kim, H.J.4    Song, C.5    Lee, S.M.6    McAdams, H.P.7    Goo, J.M.8


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.