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Volumn 48, Issue 4, 2014, Pages 278-286

Autoclustering of Non-small Cell Lung Carcinoma Subtypes on 18F-FDG PET Using Texture Analysis: A Preliminary Result

Author keywords

Carcinoma; Cluster analysis; F 18 Fluorodeoxyglucose; Non small cell lung; Positron emission tomography; Texture analysis

Indexed keywords

FLUORODEOXYGLUCOSE F 18;

EID: 84919913551     PISSN: 18693474     EISSN: 18693482     Source Type: Journal    
DOI: 10.1007/s13139-014-0283-3     Document Type: Article
Times cited : (57)

References (28)
  • 1
    • 84864321495 scopus 로고    scopus 로고
    • Cancer statistics in Korea: incidence, mortality, survival, and prevalence in 2009
    • PID: 22500156
    • Jung K-W, Park S, Kong H-J, Won Y-J, Lee JY, Seo HG, et al. Cancer statistics in Korea: incidence, mortality, survival, and prevalence in 2009. Cancer Res Treat. 2012;44(1):11–24.
    • (2012) Cancer Res Treat , vol.44 , Issue.1 , pp. 11-24
    • Jung, K.-W.1    Park, S.2    Kong, H.-J.3    Won, Y.-J.4    Lee, J.Y.5    Seo, H.G.6
  • 3
    • 73249143059 scopus 로고    scopus 로고
    • Correlation of 18F-FDG PET activity with expressions of survivin, Ki67, and CD34 in non-small-cell lung cancer
    • COI: 1:CAS:528:DC%2BD1MXhtlOktr3P, PID: 19734817
    • Han B, Lin S, Yu L-J, Wang R-Z, Wang Y-Y. Correlation of 18F-FDG PET activity with expressions of survivin, Ki67, and CD34 in non-small-cell lung cancer. Nucl Med Commun. 2009;30(11):831–7.
    • (2009) Nucl Med Commun , vol.30 , Issue.11 , pp. 831-837
    • Han, B.1    Lin, S.2    Yu, L.-J.3    Wang, R.-Z.4    Wang, Y.-Y.5
  • 4
    • 84896701265 scopus 로고    scopus 로고
    • Recent trends in PET image interpretations using volumetric and texture-based quantification methods in nuclear oncology
    • Rahim MK, Kim SE, So H, Kim HJ, Cheon GJ, Lee ES, et al. Recent trends in PET image interpretations using volumetric and texture-based quantification methods in nuclear oncology. Nucl Med Mol Imaging. 2014:1-15.
    • (2014) Nucl Med Mol Imaging , pp. 1-15
    • Rahim, M.K.1    Kim, S.E.2    So, H.3    Kim, H.J.4    Cheon, G.J.5    Lee, E.S.6
  • 5
    • 84888775447 scopus 로고    scopus 로고
    • Heterogeneity analysis of 18F-FDG uptake in differentiating between metastatic and inflammatory lymph nodes in adenocarcinoma of the lung: comparison with other parameters and its application in a clinical setting
    • COI: 1:CAS:528:DC%2BC3sXhvVyitbzE, PID: 24900118
    • Budiawan H, Cheon GJ, Im H-J, Lee SJ, Paeng JC, Kang KW, et al. Heterogeneity analysis of 18F-FDG uptake in differentiating between metastatic and inflammatory lymph nodes in adenocarcinoma of the lung: comparison with other parameters and its application in a clinical setting. Nucl Med Mol Imaging. 2013;47(4):232–41.
    • (2013) Nucl Med Mol Imaging , vol.47 , Issue.4 , pp. 232-241
    • Budiawan, H.1    Cheon, G.J.2    Im, H.-J.3    Lee, S.J.4    Paeng, J.C.5    Kang, K.W.6
  • 6
    • 11044234339 scopus 로고    scopus 로고
    • Texture analysis of medical images
    • COI: 1:STN:280:DC%2BD2crotlOlsA%3D%3D, PID: 15556588
    • Castellano G, Bonilha L, Li LM, Cendes F. Texture analysis of medical images. Clin Radiol. 2004;59(12):1061–9.
    • (2004) Clin Radiol , vol.59 , Issue.12 , pp. 1061-1069
    • Castellano, G.1    Bonilha, L.2    Li, L.M.3    Cendes, F.4
  • 7
    • 1242292423 scopus 로고    scopus 로고
    • Influence of MRI acquisition protocols and image intensity normalization methods on texture classification
    • COI: 1:STN:280:DC%2BD2c%2FotlOgug%3D%3D, PID: 14972397
    • Collewet G, Strzelecki M, Mariette F. Influence of MRI acquisition protocols and image intensity normalization methods on texture classification. Magn Reson Imaging. 2004;22(1):81–91.
    • (2004) Magn Reson Imaging , vol.22 , Issue.1 , pp. 81-91
    • Collewet, G.1    Strzelecki, M.2    Mariette, F.3
  • 8
    • 84919896849 scopus 로고    scopus 로고
    • Materka A. MaZda user’s manual. Available at: http://www.eletel.p.lodz.pl/cost/progr_mazda_eng.html. 2002.
  • 10
    • 77957345709 scopus 로고    scopus 로고
    • Role and cost effectiveness of PET/CT in management of patients with cancer
    • PID: 20589185
    • Saif MW, Tzannou I, Makrilia N, Syrigos K. Role and cost effectiveness of PET/CT in management of patients with cancer. Yale J Biol Med. 2010;83(2):53.
    • (2010) Yale J Biol Med , vol.83 , Issue.2 , pp. 53
    • Saif, M.W.1    Tzannou, I.2    Makrilia, N.3    Syrigos, K.4
  • 11
    • 84888009492 scopus 로고    scopus 로고
    • Total lesion glycolysis by 18F-FDG PET/CT is a reliable predictor of prognosis in soft-tissue sarcoma
    • COI: 1:CAS:528:DC%2BC3sXhslGmurzJ, PID: 23880967
    • Choi ES, Ha SG, Kim HS, Ha JH, Paeng JC, Han I. Total lesion glycolysis by 18F-FDG PET/CT is a reliable predictor of prognosis in soft-tissue sarcoma. Eur J Nucl Med Mol Imaging. 2013;40(12):1836–42.
    • (2013) Eur J Nucl Med Mol Imaging , vol.40 , Issue.12 , pp. 1836-1842
    • Choi, E.S.1    Ha, S.G.2    Kim, H.S.3    Ha, J.H.4    Paeng, J.C.5    Han, I.6
  • 12
    • 84874211696 scopus 로고    scopus 로고
    • Kim Y-i, Lee JJ, Lee WW, Kim SE. Usefulness of combined metabolic–volumetric indices of 18F-FDG PET/CT for the early prediction of neoadjuvant chemotherapy outcomes in breast cancer
    • Im H-J, Kim YK, Kim Y-i, Lee JJ, Lee WW, Kim SE. Usefulness of combined metabolic–volumetric indices of 18F-FDG PET/CT for the early prediction of neoadjuvant chemotherapy outcomes in breast cancer. Nucl Med and Mole Imaging. 2013:1-8.
    • (2013) Nucl Med and Mole Imaging , pp. 1-8
    • Im, H.-J.1    Kim, Y.K.2
  • 13
    • 79958045458 scopus 로고    scopus 로고
    • Prognostic value of 18F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology
    • PID: 21365252
    • Hatt M, Visvikis D, Albarghach NM, Tixier F, Pradier O, Cheze-le RC. Prognostic value of 18F-FDG PET image-based parameters in oesophageal cancer and impact of tumour delineation methodology. Eur J Nucl Med Mol Imaging. 2011;38(7):1191–202.
    • (2011) Eur J Nucl Med Mol Imaging , vol.38 , Issue.7 , pp. 1191-1202
    • Hatt, M.1    Visvikis, D.2    Albarghach, N.M.3    Tixier, F.4    Pradier, O.5    Cheze-le, R.C.6
  • 14
    • 73049084075 scopus 로고    scopus 로고
    • Characterization of breast cancer types by texture analysis of magnetic resonance images
    • PID: 19945302
    • Holli K, Laaperi AL, Harrison L, Luukkaala T, Toivonen T, Ryymin P, et al. Characterization of breast cancer types by texture analysis of magnetic resonance images. Acad Radiol. 2010;17(2):135–41.
    • (2010) Acad Radiol , vol.17 , Issue.2 , pp. 135-141
    • Holli, K.1    Laaperi, A.L.2    Harrison, L.3    Luukkaala, T.4    Toivonen, T.5    Ryymin, P.6
  • 15
    • 84874213037 scopus 로고    scopus 로고
    • Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice?
    • PID: 23093486
    • Davnall F, Yip CS, Ljungqvist G, Selmi M, Ng F, Sanghera B, et al. Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice? Insights Imaging. 2012;3(6):573–89.
    • (2012) Insights Imaging , vol.3 , Issue.6 , pp. 573-589
    • Davnall, F.1    Yip, C.S.2    Ljungqvist, G.3    Selmi, M.4    Ng, F.5    Sanghera, B.6
  • 17
    • 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?
    • PID: 23204495
    • Cook GJ, Yip C, Siddique M, Goh V, Chicklore S, Roy A, et al. Are pretreatment 18F-FDG PET tumor textural features in non–small cell lung cancer associated with response and survival after chemoradiotherapy? J Nucl Med. 2013;54(1):19–26.
    • (2013) J Nucl Med , vol.54 , Issue.1 , pp. 19-26
    • Cook, G.J.1    Yip, C.2    Siddique, M.3    Goh, V.4    Chicklore, S.5    Roy, A.6
  • 18
    • 77953930730 scopus 로고    scopus 로고
    • Gefitinib or chemotherapy for non-small-cell lung cancer with mutated EGFR
    • COI: 1:CAS:528:DC%2BC3cXot1Gjt7Y%3D, PID: 20573926
    • Maemondo M, Inoue A, Kobayashi K, Sugawara S, Oizumi S, Isobe H, et al. Gefitinib or chemotherapy for non-small-cell lung cancer with mutated EGFR. N Engl J Med. 2010;362(25):2380–8.
    • (2010) N Engl J Med , vol.362 , Issue.25 , pp. 2380-2388
    • Maemondo, M.1    Inoue, A.2    Kobayashi, K.3    Sugawara, S.4    Oizumi, S.5    Isobe, H.6
  • 19
    • 58149132007 scopus 로고    scopus 로고
    • Relationship between non-small cell lung cancer FDG uptake at PET, tumor histology, and Ki-67 proliferation index
    • PID: 18758298
    • Vesselle H, Salskov A, Turcotte E, Wiens L, Schmidt R, Jordan CD, et al. Relationship between non-small cell lung cancer FDG uptake at PET, tumor histology, and Ki-67 proliferation index. J Thorac Oncol. 2008;3(9):971–8.
    • (2008) J Thorac Oncol , vol.3 , Issue.9 , pp. 971-978
    • Vesselle, H.1    Salskov, A.2    Turcotte, E.3    Wiens, L.4    Schmidt, R.5    Jordan, C.D.6
  • 20
    • 84873106556 scopus 로고    scopus 로고
    • Metabolic and metastatic characteristics of ALK-rearranged lung adenocarcinoma on FDG PET/CT
    • Choi H, Paeng JC, Kim D-W, Lee JK, Park CM, Kang KW, et al. Metabolic and metastatic characteristics of ALK-rearranged lung adenocarcinoma on FDG PET/CT. Lung Cancer. 2012;79(3):242-7.
    • (2012) Lung Cancer , vol.79 , Issue.3 , pp. 242-247
    • Choi, H.1    Paeng, J.C.2    Kim, D.-W.3    Lee, J.K.4    Park, C.M.5    Kang, K.W.6
  • 21
    • 84876888471 scopus 로고    scopus 로고
    • FDG-PET SUV-max values do not correlate with epidermal growth factor receptor mutation status in lung adenocarcinoma
    • PID: 23489365
    • Putora PM, Fruh M, Muller J. FDG-PET SUV-max values do not correlate with epidermal growth factor receptor mutation status in lung adenocarcinoma. Respirology. 2013;18(4):734–5.
    • (2013) Respirology , vol.18 , Issue.4 , pp. 734-735
    • Putora, P.M.1    Fruh, M.2    Muller, J.3
  • 22
    • 84890310794 scopus 로고    scopus 로고
    • The promise and limits of PET texture analysis
    • COI: 1:CAS:528:DC%2BC3sXhtlSiu7fE, PID: 23943197
    • Cheng NM, Fang YH, Yen TC. The promise and limits of PET texture analysis. Ann Nucl Med. 2013;27(9):867–9.
    • (2013) Ann Nucl Med , vol.27 , Issue.9 , pp. 867-869
    • Cheng, N.M.1    Fang, Y.H.2    Yen, T.C.3
  • 23
    • 84880159413 scopus 로고    scopus 로고
    • Combination of radiological and gray level co-occurrence matrix textural features used to distinguish solitary pulmonary nodules by computed tomography
    • PID: 23325122
    • Wu H, Sun T, Wang J, Li X, Wang W, Huo D, et al. Combination of radiological and gray level co-occurrence matrix textural features used to distinguish solitary pulmonary nodules by computed tomography. J Digit Imaging. 2013;26(4):797–802.
    • (2013) J Digit Imaging , vol.26 , Issue.4 , pp. 797-802
    • Wu, H.1    Sun, T.2    Wang, J.3    Li, X.4    Wang, W.5    Huo, D.6
  • 26
    • 0028519891 scopus 로고
    • Cancer or inflammation? A holy grail for nuclear medicine
    • COI: 1:STN:280:DyaK2M%2FhslSqtQ%3D%3D, PID: 7931666
    • Larson SM. Cancer or inflammation? A holy grail for nuclear medicine. J Nucl Med. 1994;35(10):1653–5.
    • (1994) J Nucl Med , vol.35 , Issue.10 , pp. 1653-1655
    • Larson, S.M.1
  • 27
    • 0142181279 scopus 로고    scopus 로고
    • Imaging proliferation in lung tumors with PET: 18F-FLT versus 18F-FDG
    • COI: 1:CAS:528:DC%2BD3sXnvVSrtrc%3D, PID: 12960187
    • Buck AK, Halter G, Schirrmeister H, Kotzerke J, Wurziger I, Glatting G, et al. Imaging proliferation in lung tumors with PET: 18F-FLT versus 18F-FDG. J Nucl Med. 2003;44(9):1426–31.
    • (2003) J Nucl Med , vol.44 , Issue.9 , pp. 1426-1431
    • Buck, A.K.1    Halter, G.2    Schirrmeister, H.3    Kotzerke, J.4    Wurziger, I.5    Glatting, G.6
  • 28
    • 77956565862 scopus 로고    scopus 로고
    • Variability of textural features in FDG PET images due to different acquisition modes and reconstruction parameters
    • PID: 20831489
    • Galavis PE, Hollensen C, Jallow N, Paliwal B, Jeraj R. Variability of textural features in FDG PET images due to different acquisition modes and reconstruction parameters. Acta Oncol. 2010;49(7):1012–6.
    • (2010) Acta Oncol , vol.49 , Issue.7 , pp. 1012-1016
    • Galavis, P.E.1    Hollensen, C.2    Jallow, N.3    Paliwal, B.4    Jeraj, R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.