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Volumn 11, Issue 12, 2016, Pages

Assessing agreement between radiomic features computed for multiple CT imaging settings

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; CANCER PATIENT; CLINICAL ARTICLE; CLINICAL TRIAL (TOPIC); CLUSTER ANALYSIS; COMPARATIVE STUDY; COMPUTER ASSISTED TOMOGRAPHY; CONCORDANCE CORRELATION COEFFICIENT; CORRELATION COEFFICIENT; HUMAN; IMAGE ANALYSIS; IMAGE QUALITY; IMAGING AND DISPLAY; NON SMALL CELL LUNG CANCER; PHENOTYPE; RADIOMIC QUANTITATIVE IMAGE FEATURE; RECONSTRUCTION ALGORITHM; SLICE THICKNESS; TUMOR VOLUME; ALGORITHM; DEVICES; DIAGNOSTIC IMAGING; IMAGE PROCESSING; LUNG; LUNG TUMOR; PATHOLOGY; PROCEDURES; X-RAY COMPUTED TOMOGRAPHY;

EID: 85007496839     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0166550     Document Type: Article
Times cited : (131)

References (31)
  • 1
    • 84857037061 scopus 로고    scopus 로고
    • Radiomics: Extracting more information from medical images using advanced feature analysis
    • PMCID: PMC4533986 PMID: 22257792
    • Lambin P, Rios-Velazquez E, Leijenaar R, Carvalho S, van Stiphout RG, Granton P, et al. Radiomics: extracting more information from medical images using advanced feature analysis. European journal of cancer. 2012; 48(4):441-6. PMCID: PMC4533986. doi: 10.1016/j.ejca.2011.11.036 PMID: 22257792
    • (2012) European Journal of Cancer , vol.48 , Issue.4 , pp. 441-446
    • Lambin, P.1    Rios-Velazquez, E.2    Leijenaar, R.3    Carvalho, S.4    Van Stiphout, R.G.5    Granton, P.6
  • 2
    • 84867139157 scopus 로고    scopus 로고
    • Radiomics: The process and the challenges
    • PMCID: PMC3563280 PMID: 22898692
    • Kumar V, Gu Y, Basu S, Berglund A, Eschrich SA, Schabath MB, et al. Radiomics: the process and the challenges. Magnetic resonance imaging. 2012; 30(9):1234-48. PMCID: PMC3563280. doi: 10.1016/j.mri.2012.06.010 PMID: 22898692
    • (2012) Magnetic Resonance Imaging , vol.30 , Issue.9 , pp. 1234-1248
    • Kumar, V.1    Gu, Y.2    Basu, S.3    Berglund, A.4    Eschrich, S.A.5    Schabath, M.B.6
  • 3
    • 84901946941 scopus 로고    scopus 로고
    • Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
    • PMCID: PMC4059926 PMID: 24892406
    • Aerts HJ, Velazquez ER, Leijenaar RT, Parmar C, Grossmann P, Cavalho S, et al. Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach. Nature communications. 2014; 5:4006. PMCID: PMC4059926. doi: 10.1038/ncomms5006 PMID: 24892406
    • (2014) Nature Communications , vol.5 , pp. 4006
    • Aerts, H.J.1    Velazquez, E.R.2    Leijenaar, R.T.3    Parmar, C.4    Grossmann, P.5    Cavalho, S.6
  • 4
    • 84871609385 scopus 로고    scopus 로고
    • Predicting outcomes in radiation oncology - Multifactorial decision support systems
    • PMCID: PMC4555846 PMID: 23165123
    • Lambin P, van Stiphout RG, Starmans MH, Rios-Velazquez E, Nalbantov G, Aerts HJ, et al. Predicting outcomes in radiation oncology - multifactorial decision support systems. Nature reviews Clinical oncology. 2013; 10(1):27-40. PMCID: PMC4555846. doi: 10.1038/nrclinonc.2012.196 PMID: 23165123
    • (2013) Nature Reviews Clinical Oncology , vol.10 , Issue.1 , pp. 27-40
    • Lambin, P.1    Van Stiphout, R.G.2    Starmans, M.H.3    Rios-Velazquez, E.4    Nalbantov, G.5    Aerts, H.J.6
  • 5
    • 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
    • PMCID: PMC3401348 PMID: 22723499
    • Gevaert O, Xu J, Hoang CD, Leung AN, Xu Y, Quon A, et al. Non-small cell lung cancer: identifying prognostic imaging biomarkers by leveraging public gene expression microarray data - methods and preliminary results. Radiology. 2012; 264(2):387-96. PMCID: PMC3401348. doi: 10.1148/radiol.12111607 PMID: 22723499
    • (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
  • 6
    • 84944459873 scopus 로고    scopus 로고
    • Decoding tumor phenotypes for ALK, ROS1, and RET fusions in lung adenocarcinoma using a radiomics approach
    • PMCID: PMC4616787 PMID: 26469915
    • Yoon HJ, Sohn I, Cho JH, Lee HY, Kim JH, Choi YL, et al. Decoding Tumor Phenotypes for ALK, ROS1, and RET Fusions in Lung Adenocarcinoma Using a Radiomics Approach. Medicine. 2015; 94(41):e1753. PMCID: PMC4616787. doi: 10.1097/MD.0000000000001753 PMID: 26469915
    • (2015) Medicine , vol.94 , Issue.41
    • Yoon, H.J.1    Sohn, I.2    Cho, J.H.3    Lee, H.Y.4    Kim, J.H.5    Choi, Y.L.6
  • 7
    • 84938850455 scopus 로고    scopus 로고
    • Radiomic feature clusters and prognostic signatures specific for lung and head & neck cancer
    • PMID: 26251068
    • Parmar C, Leijenaar RT, Grossmann P, Rios Velazquez E, Bussink J, Rietveld D, et al. Radiomic feature clusters and prognostic signatures specific for Lung and Head & Neck cancer. Scientific reports. 2015; 5:11044. doi: 10.1038/srep11044 PMID: 26251068
    • (2015) Scientific Reports , vol.5
    • Parmar, C.1    Leijenaar, R.T.2    Grossmann, P.3    Rios Velazquez, E.4    Bussink, J.5    Rietveld, D.6
  • 10
    • 84989261684 scopus 로고    scopus 로고
    • Early-stage non-small cell lung cancer: Quantitative imaging characteristics of (18)F fluorodeoxyglucose PET/CT allow prediction of distant metastasis
    • PMID: 27046074
    • Wu J, Aguilera T, Shultz D, Gudur M, Rubin DL, Loo BW Jr., et al. Early-Stage Non-Small Cell Lung Cancer: Quantitative Imaging Characteristics of (18)F Fluorodeoxyglucose PET/CT Allow Prediction of Distant Metastasis. Radiology. 2016; 281(1):270-8. doi: 10.1148/radiol.2016151829 PMID: 27046074
    • (2016) Radiology , vol.281 , Issue.1 , pp. 270-278
    • Wu, J.1    Aguilera, T.2    Shultz, D.3    Gudur, M.4    Rubin, D.L.5    Loo, B.W.6
  • 11
    • 53749087689 scopus 로고    scopus 로고
    • Relationship between gene expression and enhancement in glioblastoma multiforme: Exploratory DNA microarray analysis
    • PMCID: PMC2798090 PMID: 18796682
    • Pope WB, Chen JH, Dong J, Carlson MR, Perlina A, Cloughesy TF, et al. Relationship between gene expression and enhancement in glioblastoma multiforme: exploratory DNA microarray analysis. Radiology. 2008; 249(1):268-77. PMCID: PMC2798090. doi: 10.1148/radiol.2491072000 PMID: 18796682
    • (2008) Radiology , vol.249 , Issue.1 , pp. 268-277
    • Pope, W.B.1    Chen, J.H.2    Dong, J.3    Carlson, M.R.4    Perlina, A.5    Cloughesy, T.F.6
  • 12
    • 84949527829 scopus 로고    scopus 로고
    • Deciphering genomic underpinnings of quantitative MRI-based radiomic phenotypes of invasive breast carcinoma
    • PMCID: PMC4671006 PMID: 26639025
    • Zhu Y, Li H, Guo W, Drukker K, Lan L, Giger ML, et al. Deciphering Genomic Underpinnings of Quantitative MRI-based Radiomic Phenotypes of Invasive Breast Carcinoma. Scientific reports. 2015; 5:17787. PMCID: PMC4671006. doi: 10.1038/srep17787 PMID: 26639025
    • (2015) Scientific Reports , vol.5
    • Zhu, Y.1    Li, H.2    Guo, W.3    Drukker, K.4    Lan, L.5    Giger, M.L.6
  • 13
    • 84893431926 scopus 로고    scopus 로고
    • Behind the numbers: Decoding molecular phenotypes with radiogenomics - Guiding principles and technical considerations
    • PMID: 24471381
    • Kuo MD, Jamshidi N. Behind the numbers: Decoding molecular phenotypes with radiogenomics - guiding principles and technical considerations. Radiology. 2014; 270(2):320-5. doi: 10.1148/radiol.13132195 PMID: 24471381
    • (2014) Radiology , vol.270 , Issue.2 , pp. 320-325
    • Kuo, M.D.1    Jamshidi, N.2
  • 14
    • 84893482700 scopus 로고    scopus 로고
    • Radiogenomics of clear cell renal cell carcinoma: Associations between CT imaging features and mutations
    • PMCID: PMC4011179 PMID: 24029645
    • Karlo CA, Di Paolo PL, Chaim J, Hakimi AA, Ostrovnaya I, Russo P, et al. Radiogenomics of clear cell renal cell carcinoma: associations between CT imaging features and mutations. Radiology. 2014; 270(2):464-71. PMCID: PMC4011179. doi: 10.1148/radiol.13130663 PMID: 24029645
    • (2014) Radiology , vol.270 , Issue.2 , pp. 464-471
    • Karlo, C.A.1    Di Paolo, P.L.2    Chaim, J.3    Hakimi, A.A.4    Ostrovnaya, I.5    Russo, P.6
  • 15
    • 84891122584 scopus 로고    scopus 로고
    • Primary esophageal cancer: Heterogeneity as potential prognostic biomarker in patients treated with definitive chemotherapy and radiation therapy
    • PMID: 23985274
    • Yip C, Landau D, Kozarski R, Ganeshan B, Thomas R, Michaelidou A, et al. Primary esophageal cancer: heterogeneity as potential prognostic biomarker in patients treated with definitive chemotherapy and radiation therapy. Radiology. 2014; 270(1):141-8. doi: 10.1148/radiol.13122869 PMID: 23985274
    • (2014) Radiology , vol.270 , Issue.1 , pp. 141-148
    • Yip, C.1    Landau, D.2    Kozarski, R.3    Ganeshan, B.4    Thomas, R.5    Michaelidou, A.6
  • 17
    • 84884562832 scopus 로고    scopus 로고
    • Stability of FDG-PET radiomics features: An integrated analysis of test-retest and inter-observer variability
    • PMCID: PMC4533992 PMID: 24047337
    • Leijenaar RT, Carvalho S, Velazquez ER, van Elmpt WJ, Parmar C, Hoekstra OS, et al. Stability of FDG-PET Radiomics features: an integrated analysis of test-retest and inter-observer variability. Acta oncologica. 2013; 52(7):1391-7. PMCID: PMC4533992. doi: 10.3109/0284186X.2013.812798 PMID: 24047337
    • (2013) Acta Oncologica , vol.52 , Issue.7 , pp. 1391-1397
    • Leijenaar, R.T.1    Carvalho, S.2    Velazquez, E.R.3    Van Elmpt, W.J.4    Parmar, C.5    Hoekstra, O.S.6
  • 18
    • 84911973434 scopus 로고    scopus 로고
    • Test-retest reproducibility analysis of lung CT image features
    • PMCID: PMC4391075 PMID: 24990346
    • Balagurunathan Y, Kumar V, Gu Y, Kim J, Wang H, Liu Y, et al. Test-retest reproducibility analysis of lung CT image features. Journal of digital imaging. 2014; 27(6):805-23. PMCID: PMC4391075. doi: 10.1007/s10278-014-9716-x PMID: 24990346
    • (2014) Journal of Digital Imaging , vol.27 , Issue.6 , pp. 805-823
    • Balagurunathan, Y.1    Kumar, V.2    Gu, Y.3    Kim, J.4    Wang, H.5    Liu, Y.6
  • 19
    • 84890056425 scopus 로고    scopus 로고
    • High quality machine-robust image features: Identification in nonsmall cell lung cancer computed tomography images
    • PMCID: PMC4108720 PMID: 24320527
    • Hunter LA, Krafft S, Stingo F, Choi H, Martel MK, Kry SF, et al. High quality machine-robust image features: identification in nonsmall cell lung cancer computed tomography images. Medical physics. 2013; 40(12):121916. PMCID: PMC4108720. doi: 10.1118/1.4829514 PMID: 24320527
    • (2013) Medical Physics , 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
  • 20
    • 84876922158 scopus 로고    scopus 로고
    • Exploring intra- and inter-reader variability in uni-dimensional, bi-dimensional, and volumetric measurements of solid tumors on CT scans reconstructed at different slice intervals
    • PMCID: PMC3823057 PMID: 23489982
    • Zhao B, Tan Y, Bell DJ, Marley SE, Guo P, Mann H, et al. Exploring intra- and inter-reader variability in uni-dimensional, bi-dimensional, and volumetric measurements of solid tumors on CT scans reconstructed at different slice intervals. European journal of radiology. 2013; 82(6):959-68. PMCID: PMC3823057. doi: 10.1016/j.ejrad.2013.02.018 PMID: 23489982
    • (2013) European Journal of Radiology , vol.82 , Issue.6 , pp. 959-968
    • Zhao, B.1    Tan, Y.2    Bell, D.J.3    Marley, S.E.4    Guo, P.5    Mann, H.6
  • 21
    • 67650085792 scopus 로고    scopus 로고
    • Evaluating variability in tumor measurements from same-day repeat CT scans of patients with non-small cell lung cancer
    • PMCID: PMC2797680 PMID: 19561260
    • Zhao B, James LP, Moskowitz CS, Guo P, Ginsberg MS, Lefkowitz RA, et al. Evaluating variability in tumor measurements from same-day repeat CT scans of patients with non-small cell lung cancer. Radiology. 2009; 252(1):263-72. PMCID: PMC2797680. doi: 10.1148/radiol.2522081593 PMID: 19561260
    • (2009) Radiology , vol.252 , Issue.1 , pp. 263-272
    • Zhao, B.1    James, L.P.2    Moskowitz, C.S.3    Guo, P.4    Ginsberg, M.S.5    Lefkowitz, R.A.6
  • 22
    • 84904248018 scopus 로고    scopus 로고
    • Robust radiomics feature quantification using semiautomatic volumetric segmentation
    • PMCID: PMC4098900 PMID: 25025374
    • Parmar C, Rios Velazquez E, Leijenaar R, Jermoumi M, Carvalho S, Mak RH, et al. Robust Radiomics feature quantification using semiautomatic volumetric segmentation. PloSone. 2014; 9(7):e102107. PMCID: PMC4098900. doi: 10.1371/journal.pone.0102107 PMID: 25025374
    • (2014) PloSone , vol.9 , Issue.7
    • Parmar, C.1    Rios Velazquez, E.2    Leijenaar, R.3    Jermoumi, M.4    Carvalho, S.5    Mak, R.H.6
  • 24
    • 84902489272 scopus 로고    scopus 로고
    • Exploring variability in CT characterization of tumors: A preliminary phantom study
    • PMCID: PMC4000020. PMID: 24772211
    • Zhao B, Tan Y, Tsai WY, Schwartz LH, Lu L. Exploring Variability in CT Characterization of Tumors: A Preliminary Phantom Study. Translational oncology. 2014; 7(1):88-93. PMCID: PMC4000020. PMID: 24772211
    • (2014) Translational Oncology , vol.7 , Issue.1 , pp. 88-93
    • Zhao, B.1    Tan, Y.2    Tsai, W.Y.3    Schwartz, L.H.4    Lu, L.5
  • 25
    • 84943774122 scopus 로고    scopus 로고
    • Measuring computed tomography scanner variability of radiomics features
    • PMCID: PMC4598251 PMID: 26115366
    • Mackin D, Fave X, Zhang L, Fried D, Yang J, Taylor B, et al. Measuring Computed Tomography Scanner Variability of Radiomics Features. Investigative radiology. 2015; 50(11):757-65. PMCID: PMC4598251. doi: 10.1097/RLI.0000000000000180 PMID: 26115366
    • (2015) Investigative Radiology , vol.50 , Issue.11 , pp. 757-765
    • Mackin, D.1    Fave, X.2    Zhang, L.3    Fried, D.4    Yang, J.5    Taylor, B.6
  • 26
    • 84962314053 scopus 로고    scopus 로고
    • Reproducibility of radiomics for deciphering tumor phenotype with imaging
    • PMCID: PMC4806325 PMID: 27009765
    • Zhao B, Tan Y, Tsai WY, Qi J, Xie C, Lu L, et al. Reproducibility of radiomics for deciphering tumor phenotype with imaging. Scientific reports. 2016; 6:23428. PMCID: PMC4806325. doi: 10.1038/srep23428 PMID: 27009765
    • (2016) Scientific Reports , vol.6
    • Zhao, B.1    Tan, Y.2    Tsai, W.Y.3    Qi, J.4    Xie, C.5    Lu, L.6
  • 27
    • 85007455700 scopus 로고    scopus 로고
    • https://wiki.cancerimagingarchive.net/display/Public/RIDER+Collections.
  • 28
    • 84876166011 scopus 로고    scopus 로고
    • Segmentation of lung lesions on CT scans using watershed, active contours, and Markov random field
    • PMCID: PMC3618093 PMID: 23556926
    • Tan Y, Schwartz LH, Zhao B. Segmentation of lung lesions on CT scans using watershed, active contours, and Markov random field. Medical physics. 2013; 40(4):043502. PMCID: PMC3618093. doi: 10.1118/1.4793409 PMID: 23556926
    • (2013) Medical Physics , vol.40 , Issue.4
    • Tan, Y.1    Schwartz, L.H.2    Zhao, B.3
  • 29
    • 0003126516 scopus 로고    scopus 로고
    • Fast optimal leaf ordering for hierarchical clustering
    • Bar-Joseph Z, Gifford DK, Jaakkola TS. Fast optimal leaf ordering for hierarchical clustering. Bioinformatics. 2001; 17 Suppl 1:S22-9.
    • (2001) Bioinformatics , vol.17 , pp. S22-S29
    • Bar-Joseph, Z.1    Gifford, D.K.2    Jaakkola, T.S.3
  • 31
    • 0024521543 scopus 로고
    • A concordance correlation coefficient to evaluate reproducibility
    • PMID: 2720055
    • Lin K, Lawrence I. A concordance correlation coefficient to evaluate reproducibility. Biometrics. 1989; 45:255-68. PMID: 2720055
    • (1989) Biometrics , vol.45 , pp. 255-268
    • Lin, K.1    Lawrence, I.2


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