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Volumn 58, Issue 3, 2017, Pages 406-411

Reliability of PET/CT shape and heterogeneity features in functional and morphologic components of non-small cell lung cancer tumors: A repeatability analysis in a prospective multicenter cohort

Author keywords

PET CT; Radiomics; Repeatability; Texture analysis

Indexed keywords

ARTICLE; COHORT ANALYSIS; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; FUZZY SYSTEM; HUMAN; IMAGE ANALYSIS; MAJOR CLINICAL STUDY; MEASUREMENT REPEATABILITY; MULTICENTER STUDY; NON SMALL CELL LUNG CANCER; POSITRON EMISSION TOMOGRAPHY-COMPUTED TOMOGRAPHY; PROSPECTIVE STUDY; RELIABILITY; TUMOR VOLUME; AGED; CLINICAL TRIAL; DIAGNOSTIC IMAGING; FEMALE; IMAGE ENHANCEMENT; LUNG TUMOR; MALE; MIDDLE AGED; OBSERVER VARIATION; PATHOLOGY; PROCEDURES; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; UNITED STATES;

EID: 85011710226     PISSN: 01615505     EISSN: 2159662X     Source Type: Journal    
DOI: 10.2967/jnumed.116.180919     Document Type: Article
Times cited : (138)

References (35)
  • 2
    • 84857037061 scopus 로고    scopus 로고
    • Radiomics: Extracting more information from medical images using advanced feature analysis
    • Lambin P, Rios-Velazquez E, Leijenaar R, et al. Radiomics: extracting more information from medical images using advanced feature analysis. Eur J Cancer. 2012;48:441-446
    • (2012) Eur J Cancer , vol.48 , pp. 441-446
    • Lambin, P.1    Rios-Velazquez, E.2    Leijenaar, R.3
  • 4
    • 84901946941 scopus 로고    scopus 로고
    • Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
    • Aerts HJWL, Velazquez ER, Leijenaar RTH, et al. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nat Commun. 2014;5:4006
    • (2014) Nat Commun. , vol.5 , pp. 4006
    • Aerts, H.J.W.L.1    Velazquez, E.R.2    Leijenaar, R.T.H.3
  • 5
    • 84975256387 scopus 로고    scopus 로고
    • Development of a nomogram combining clinical staging with 18F-FDG PET/CT image features in non-small cell lung cancer stage I-III
    • Desseroit MC, Visvikis D, Tixier F, et al. Development of a nomogram combining clinical staging with 18F-FDG PET/CT image features in non-small cell lung cancer stage I-III. Eur J Nucl Med Mol Imaging. 2016;43:1477-1485
    • (2016) Eur J Nucl Med Mol Imaging , vol.43 , pp. 1477-1485
    • Desseroit, M.C.1    Visvikis, D.2    Tixier, F.3
  • 7
    • 84885428106 scopus 로고    scopus 로고
    • Robustness of intratumour 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma
    • Hatt M, Tixier F, Cheze Le Rest C, Pradier O, Visvikis D. Robustness of intratumour 18F-FDG PET uptake heterogeneity quantification for therapy response prediction in oesophageal carcinoma. Eur J Nucl Med Mol Imaging. 2013;40:1662-1671
    • (2013) Eur J Nucl Med Mol Imaging , vol.40 , pp. 1662-1671
    • Hatt, M.1    Tixier, F.2    Cheze Le Rest, C.3    Pradier, O.4    Visvikis, D.5
  • 8
    • 84884562832 scopus 로고    scopus 로고
    • Stability of fdg-pet radiomics features: An integrated analysis of test-retest and inter-observer variability
    • Leijenaar RTH, Carvalho S, Velazquez ER, et al. Stability of FDG-PET radiomics features: an integrated analysis of test-retest and inter-observer variability. Acta Oncol. 2013;52:1391-1397
    • (2013) Acta Oncol. , vol.52 , pp. 1391-1397
    • Leijenaar, R.T.H.1    Carvalho, S.2    Velazquez, E.R.3
  • 9
    • 84938961706 scopus 로고    scopus 로고
    • The precision of textural analysis in 18F-FDG-PET scans of oesophageal cancer
    • Doumou G, Siddique M, Tsoumpas C, Goh V, Cook GJ. The precision of textural analysis in 18F-FDG-PET scans of oesophageal cancer. Eur Radiol. 2015;25:2805-2812
    • (2015) Eur Radiol. , vol.25 , pp. 2805-2812
    • Doumou, G.1    Siddique, M.2    Tsoumpas, C.3    Goh, V.4    Cook, G.J.5
  • 10
    • 77956565862 scopus 로고    scopus 로고
    • Variability of textural features in FDG PET images due to different acquisition modes and reconstruction parameters
    • 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;49:1012-1016
    • (2010) Acta Oncol. , vol.49 , pp. 1012-1016
    • Galavis, P.E.1    Hollensen, C.2    Jallow, N.3    Paliwal, B.4    Jeraj, R.5
  • 11
    • 84946570299 scopus 로고    scopus 로고
    • Impact of image reconstruction settings on texture features in 18F-FDG PET
    • Yan J, Chu-Shern JL, Loi HY, et al. Impact of image reconstruction settings on texture features in 18F-FDG PET. J Nucl Med. 2015;56:1667-1673
    • (2015) J Nucl Med. , vol.56 , pp. 1667-1673
    • Yan, J.1    Chu-Shern, J.L.2    Loi, H.Y.3
  • 12
    • 66149139452 scopus 로고    scopus 로고
    • From RECIST to PERCIST: Evolving considerations for PET response criteria in solid tumors
    • Wahl RL, Jacene H, Kasamon Y, Lodge MA. From RECIST to PERCIST: evolving considerations for PET response criteria in solid tumors. J Nucl Med. 2009;50(suppl 1):122S-150S
    • (2009) J Nucl Med. , vol.50 , pp. 122S-150S
    • Wahl, R.L.1    Jacene, H.2    Kasamon, Y.3    Lodge, M.A.4
  • 13
    • 77957028603 scopus 로고    scopus 로고
    • Reproducibility of 18F-FDG and 39-deoxy-39-18F-fluorothymidine PET tumor volume measurements
    • Hatt M, Cheze-Le Rest C, Aboagye EO, et al. Reproducibility of 18F-FDG and 39-deoxy-39-18F-fluorothymidine PET tumor volume measurements. J Nucl Med. 2010;51:1368-1376
    • (2010) J Nucl Med. , vol.51 , pp. 1368-1376
    • Hatt, M.1    Cheze-Le Rest, C.2    Aboagye, E.O.3
  • 14
    • 84860776116 scopus 로고    scopus 로고
    • Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET
    • Tixier F, Hatt M, Le Rest CC, Le Pogam A, Corcos L, Visvikis D. Reproducibility of tumor uptake heterogeneity characterization through textural feature analysis in 18F-FDG PET. J Nucl Med. 2012;53:693-700
    • (2012) J Nucl Med. , vol.53 , pp. 693-700
    • Tixier, F.1    Hatt, M.2    Le Rest, C.C.3    Le Pogam, A.4    Corcos, L.5    Visvikis, D.6
  • 15
    • 84895075030 scopus 로고    scopus 로고
    • Test-retest variability of various quantitative measures to characterize tracer uptake and/or tracer uptake heterogeneity in metastasized liver for patients with colorectal carcinoma
    • Van Velden FHP, Nissen IA, Jongsma F, et al. Test-retest variability of various quantitative measures to characterize tracer uptake and/or tracer uptake heterogeneity in metastasized liver for patients with colorectal carcinoma. Mol Imaging Biol. 2014;16:13-18
    • (2014) Mol Imaging Biol. , vol.16 , pp. 13-18
    • Van Velden, F.H.P.1    Nissen, I.A.2    Jongsma, F.3
  • 16
    • 84871574634 scopus 로고    scopus 로고
    • Quantification of intra-tumour cell proliferation heterogeneity using imaging descriptors of 18F fluorothymidine-positron emission tomography
    • Willaime JMY, Turkheimer FE, Kenny LM, Aboagye EO. Quantification of intra-tumour cell proliferation heterogeneity using imaging descriptors of 18F fluorothymidine-positron emission tomography. Phys Med Biol. 2013;58:187-203
    • (2013) Phys Med Biol. , vol.58 , pp. 187-203
    • Willaime, J.M.Y.1    Turkheimer, F.E.2    Kenny, L.M.3    Aboagye, E.O.4
  • 17
    • 84975698783 scopus 로고    scopus 로고
    • Repeatability of radiomic features in non-small-cell lung cancer [18F]FDG-PET/CT studies: Impact of reconstruction and delineation
    • van Velden FHP, Kramer GM, Frings V, et al. Repeatability of radiomic features in non-small-cell lung cancer [18F]FDG-PET/CT studies: impact of reconstruction and delineation. Mol Imaging Biol. 2016
    • (2016) Mol Imaging Biol.
    • Van Velden, F.H.P.1    Kramer, G.M.2    Frings, V.3
  • 18
    • 84908211707 scopus 로고    scopus 로고
    • Prognostic value and reproducibility of pretreatment CT texture features in stage III non-small cell lung cancer
    • Fried DV, Tucker SL, Zhou S, et al. Prognostic value and reproducibility of pretreatment CT texture features in stage III non-small cell lung cancer. Int J Radiat Oncol Biol Phys. 2014;90:834-842
    • (2014) Int J Radiat Oncol Biol Phys. , vol.90 , pp. 834-842
    • Fried, D.V.1    Tucker, S.L.2    Zhou, S.3
  • 19
    • 84902515123 scopus 로고    scopus 로고
    • Reproducibility and prognosis of quantitative features extracted from CT images
    • Balagurunathan Y, Gu Y, Wang H, et al. Reproducibility and prognosis of quantitative features extracted from CT images. Transl Oncol. 2014;7:72-87
    • (2014) Transl Oncol. , vol.7 , pp. 72-87
    • Balagurunathan, Y.1    Gu, Y.2    Wang, H.3
  • 20
    • 84958165658 scopus 로고    scopus 로고
    • Uncertainty analysis of quantitative imaging features extracted from contrast-enhanced CT in lung tumors
    • Yang J, Zhang L, Fave XJ, et al. Uncertainty analysis of quantitative imaging features extracted from contrast-enhanced CT in lung tumors. Comput Med Imaging Graph. 2016;48:1-8
    • (2016) Comput Med Imaging Graph. , vol.48 , pp. 1-8
    • Yang, J.1    Zhang, L.2    Fave, X.J.3
  • 21
    • 84946918741 scopus 로고    scopus 로고
    • Can radiomics features be reproducibly measured from CBCT images for patients with non-small cell lung cancer
    • Fave X, Mackin D, Yang J, et al. Can radiomics features be reproducibly measured from CBCT images for patients with non-small cell lung cancer Med Phys. 2015;42:6784
    • (2015) Med Phys , vol.42 , pp. 6784
    • Fave, X.1    Mackin, D.2    Yang, J.3
  • 22
    • 84938942773 scopus 로고    scopus 로고
    • The effect of SUV discretization in quantitative FDG-PET radiomics: The need for standardized methodology in tumor texture analysis
    • Leijenaar RTH, Nalbantov G, Carvalho S, et al. The effect of SUV discretization in quantitative FDG-PET radiomics: the need for standardized methodology in tumor texture analysis. Sci Rep. 2015;5:11075
    • (2015) Sci Rep. , vol.5 , pp. 11075
    • Leijenaar, R.T.H.1    Nalbantov, G.2    Carvalho, S.3
  • 23
    • 84938849601 scopus 로고    scopus 로고
    • ACRIN 6678 research team, MK-0646-008 research team. Repeatability of 18F-FDG PET/CT in advanced non-small cell lung cancer: Prospective assessment in 2 multicenter trials
    • Weber WA, Gatsonis CA, Mozley PD, et al.; ACRIN 6678 research team, MK-0646-008 research team. Repeatability of 18F-FDG PET/CT in advanced non-small cell lung cancer: prospective assessment in 2 multicenter trials. J Nucl Med. 2015;56:1137-1143
    • (2015) J Nucl Med. , vol.56 , pp. 1137-1143
    • Weber, W.A.1    Gatsonis, C.A.2    Mozley, P.D.3
  • 24
    • 33746036112 scopus 로고    scopus 로고
    • Consensus recommendations for the use of 18F-FDG PETas an indicator of therapeutic response in patients in National Cancer Institute trials
    • National Cancer Institute
    • Shankar LK, Hoffman JM, Bacharach S, et al.; National Cancer Institute. Consensus recommendations for the use of 18F-FDG PETas an indicator of therapeutic response in patients in National Cancer Institute trials. J Nucl Med. 2006;47:1059-1066
    • (2006) J Nucl Med. , vol.47 , pp. 1059-1066
    • Shankar, L.K.1    Hoffman, J.M.2    Bacharach, S.3
  • 25
    • 77950689496 scopus 로고    scopus 로고
    • Accurate automatic delineation of heterogeneous functional volumes in positron emission tomography for oncology applications
    • Hatt M, Cheze le Rest C, Descourt P, et al. Accurate automatic delineation of heterogeneous functional volumes in positron emission tomography for oncology applications. Int J Radiat Oncol Biol Phys. 2010;77:301-308
    • (2010) Int J Radiat Oncol Biol Phys. , vol.77 , pp. 301-308
    • Hatt, M.1    Cheze Le Rest, C.2    Descourt, P.3
  • 27
    • 84904264664 scopus 로고    scopus 로고
    • Volumetric CT-based segmentation of NSCLC using 3D-Slicer
    • Velazquez ER, Parmar C, Jermoumi M, et al. Volumetric CT-based segmentation of NSCLC using 3D-Slicer. Sci Rep. 2013;3:3529
    • (2013) Sci Rep. , vol.3 , pp. 3529
    • Velazquez, E.R.1    Parmar, C.2    Jermoumi, M.3
  • 28
    • 84924350759 scopus 로고    scopus 로고
    • Quantitative assessment of the asphericity of pretherapeutic FDG uptake as an independent predictor of outcome in NSCLC
    • Apostolova I, Rogasch J, Buchert R, et al. Quantitative assessment of the asphericity of pretherapeutic FDG uptake as an independent predictor of outcome in NSCLC. BMC Cancer. 2014;14:896
    • (2014) BMC Cancer. , vol.14 , pp. 896
    • Apostolova, I.1    Rogasch, J.2    Buchert, R.3
  • 29
    • 80955178859 scopus 로고    scopus 로고
    • Evaluation of a cumulative SUV-volume histogram method for parameterizing heterogeneous intratumoural FDG uptake in nonsmall cell lung cancer PET studies
    • van Velden FH, Cheebsumon P, Yaqub M, et al. Evaluation of a cumulative SUV-volume histogram method for parameterizing heterogeneous intratumoural FDG uptake in nonsmall cell lung cancer PET studies. Eur J Nucl Med Mol Imaging. 2011;38:1636-1647
    • (2011) Eur J Nucl Med Mol Imaging , vol.38 , pp. 1636-1647
    • Van Velden, F.H.1    Cheebsumon, P.2    Yaqub, M.3
  • 30
    • 84920454196 scopus 로고    scopus 로고
    • 18F-FDG PET uptake characterization through texture analysis: Investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort
    • Hatt M,Majdoub M, Vallières M, et al. 18F-FDG PET uptake characterization through texture analysis: investigating the complementary nature of heterogeneity and functional tumor volume in a multi-cancer site patient cohort. J Nucl Med. 2015;56:38-44
    • (2015) J Nucl Med. , vol.56 , pp. 38-44
    • Hatt, M.1    Majdoub, M.2    Vallières, M.3
  • 31
    • 84936085910 scopus 로고    scopus 로고
    • A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in softtissue sarcomas of the extremities
    • Vallières M, Freeman CR, Skamene SR, El Naqa I. A radiomics model from joint FDG-PET and MRI texture features for the prediction of lung metastases in softtissue sarcomas of the extremities. Phys Med Biol. 2015;60:5471-5496
    • (2015) Phys Med Biol. , vol.60 , pp. 5471-5496
    • Vallières, M.1    Freeman, C.R.2    Skamene, S.R.3    El Naqa, I.4
  • 32
    • 84890056425 scopus 로고    scopus 로고
    • High quality machine-robust image features: Identification in nonsmall cell lung cancer computed tomography images
    • Hunter LA, Krafft S, Stingo F, et al. High quality machine-robust image features: identification in nonsmall cell lung cancer computed tomography images. Med Phys. 2013;40:121916
    • (2013) Med Phys. , vol.40 , pp. 121916
    • Hunter, L.A.1    Krafft, S.2    Stingo, F.3
  • 33
    • 84861477286 scopus 로고    scopus 로고
    • Statistical methods used to test for agreement of medical instruments measuring continuous variables in method comparison studies: A systematic review
    • Zaki R, Bulgiba A, Ismail R, Ismail NA. Statistical methods used to test for agreement of medical instruments measuring continuous variables in method comparison studies: a systematic review. PLoS One. 2012;7:e37908
    • (2012) PLoS One , vol.7 , pp. e37908
    • Zaki, R.1    Bulgiba, A.2    Ismail, R.3    Ismail, N.A.4
  • 34
    • 84954449392 scopus 로고    scopus 로고
    • Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction
    • Yip SSF, Coroller TP, Sanford NN, et al. Use of registration-based contour propagation in texture analysis for esophageal cancer pathologic response prediction. Phys Med Biol. 2016;61:906-922
    • (2016) Phys Med Biol. , vol.61 , pp. 906-922
    • Yip, S.S.F.1    Coroller, T.P.2    Sanford, N.N.3
  • 35
    • 84919326536 scopus 로고    scopus 로고
    • Comparison of texture features derived from static and respiratory-gated PET images in non-small cell lung cancer
    • Yip S, McCall K, Aristophanous M, Chen AB, Aerts HJWL, Berbeco R. Comparison of texture features derived from static and respiratory-gated PET images in non-small cell lung cancer. PLoS One. 2014;9:e115510.
    • (2014) PLoS One , vol.9 , pp. e115510
    • Yip, S.1    McCall, K.2    Aristophanous, M.3    Chen, A.B.4    Aerts, H.J.W.L.5    Berbeco, R.6


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