메뉴 건너뛰기




Volumn 278, Issue 2, 2016, Pages 563-577

Radiomics: Images are more than pictures, they are data

Author keywords

[No Author keywords available]

Indexed keywords

ANTINEOPLASTIC AGENT; DOXORUBICIN;

EID: 84955604605     PISSN: 00338419     EISSN: 15271315     Source Type: Journal    
DOI: 10.1148/radiol.2015151169     Document Type: Article
Times cited : (5816)

References (77)
  • 2
    • 75249107842 scopus 로고    scopus 로고
    • Update on the potential of computer-aided diagnosis for breast cancer
    • Giger ML. Update on the potential of computer-aided diagnosis for breast cancer. Future Oncol 2010;6(1):1-4.
    • (2010) Future Oncol , vol.6 , Issue.1 , pp. 1-4
    • Giger, M.L.1
  • 3
    • 34247171748 scopus 로고    scopus 로고
    • Computer-aided diagnosis in medical imaging: Historical review, current status and future potential
    • Doi K. Computer-aided diagnosis in medical imaging: historical review, current status and future potential. Comput Med Imaging Graph 2007;31(4-5):198-211.
    • (2007) Comput Med Imaging Graph , vol.31 , Issue.4-5 , pp. 198-211
    • Doi, K.1
  • 4
    • 84924440986 scopus 로고    scopus 로고
    • Radiogenomics helps to achieve personalized therapy by evaluating patient responses to radiation treatment
    • Guo Z, Shu Y, Zhou H, Zhang W, Wang H. Radiogenomics helps to achieve personalized therapy by evaluating patient responses to radiation treatment. Carcinogenesis 2015; 36(3):307-317.
    • (2015) Carcinogenesis , vol.36 , Issue.3 , pp. 307-317
    • Guo, Z.1    Shu, Y.2    Zhou, H.3    Zhang, W.4    Wang, H.5
  • 5
    • 80053563437 scopus 로고    scopus 로고
    • Genetics and genomics of radiotherapy toxicity: Towards prediction
    • West CM, Barnett GC. Genetics and genomics of radiotherapy toxicity: towards prediction. Genome Med 2011;3(8):52.
    • (2011) Genome Med , vol.3 , Issue.8 , pp. 52
    • West, C.M.1    Barnett, G.C.2
  • 6
    • 84941420890 scopus 로고    scopus 로고
    • Haralick texture analysis of prostate MRI: Utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores
    • Wibmer A, Hricak H, Gondo T, et al. Haralick texture analysis of prostate MRI: utility for differentiating non-cancerous prostate from prostate cancer and differentiating prostate cancers with different Gleason scores. Eur Radiol 2015;25(10):2840-2850.
    • (2015) Eur Radiol , vol.25 , Issue.10 , pp. 2840-2850
    • Wibmer, A.1    Hricak, H.2    Gondo, T.3
  • 7
    • 84927569956 scopus 로고    scopus 로고
    • CTbased radiomic signature predicts distant metastasis in lung adenocarcinoma
    • Coroller TP, Grossmann P, Hou Y, et al. CTbased radiomic signature predicts distant metastasis in lung adenocarcinoma. Radiother Oncol 2015;114(3):345-350.
    • (2015) Radiother Oncol , vol.114 , Issue.3 , pp. 345-350
    • Coroller, T.P.1    Grossmann, P.2    Hou, Y.3
  • 9
    • 84896536313 scopus 로고    scopus 로고
    • It's all about the test: The complexity of companion diagnostic co-development in personalized medicine
    • Bates SE. It's all about the test: The complexity of companion diagnostic co-development in personalized medicine. Clin Cancer Res 2014;20(6):1418.
    • (2014) Clin Cancer Res , vol.20 , Issue.6 , pp. 1418
    • Bates, S.E.1
  • 10
    • 84923762812 scopus 로고    scopus 로고
    • A new initiative on precision medicine
    • Collins FS, Varmus H. A new initiative on precision medicine. N Engl J Med 2015;372(9): 793-795.
    • (2015) N Engl J Med , vol.372 , Issue.9 , pp. 793-795
    • Collins, F.S.1    Varmus, H.2
  • 13
    • 78049398107 scopus 로고    scopus 로고
    • Distant metastasis occurs late during the genetic evolution of pancreatic cancer
    • Yachida S, Jones S, Bozic I, et al. Distant metastasis occurs late during the genetic evolution of pancreatic cancer. Nature 2010; 467(7319):1114-1117.
    • (2010) Nature , vol.467 , Issue.7319 , pp. 1114-1117
    • Yachida, S.1    Jones, S.2    Bozic, I.3
  • 14
    • 84863393080 scopus 로고    scopus 로고
    • Intratumor heterogeneity and branched evolution revealed by multiregion sequencing
    • Gerlinger M, Rowan AJ, Horswell S, et al. Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl J Med 2012;366(10):883-892.
    • (2012) N Engl J Med , vol.366 , Issue.10 , pp. 883-892
    • Gerlinger, M.1    Rowan, A.J.2    Horswell, S.3
  • 15
    • 84874598318 scopus 로고    scopus 로고
    • Intratumor heterogeneity in human glioblastoma reflects cancer evolutionary dynamics
    • Sottoriva A, Spiteri I, Piccirillo SG, et al. Intratumor heterogeneity in human glioblastoma reflects cancer evolutionary dynamics. Proc Natl Acad Sci U S A 2013;110(10): 4009-4014.
    • (2013) Proc Natl Acad Sci U S A , vol.110 , Issue.10 , pp. 4009-4014
    • Sottoriva, A.1    Spiteri, I.2    Piccirillo, S.G.3
  • 16
    • 45149084723 scopus 로고    scopus 로고
    • First-line gefitinib in patients with advanced non-small-cell lung cancer harboring somatic EGFR mutations
    • Sequist LV, Martins RG, Spigel D, et al. First-line gefitinib in patients with advanced non-small-cell lung cancer harboring somatic EGFR mutations. J Clin Oncol 2008; 26(15):2442-2449.
    • (2008) J Clin Oncol , vol.26 , Issue.15 , pp. 2442-2449
    • Sequist, L.V.1    Martins, R.G.2    Spigel, D.3
  • 17
    • 0041885349 scopus 로고    scopus 로고
    • Trastuzumab and vinorelbine as first-line therapy for HER2-overexpressing metastatic breast cancer: Multicenter phase II trial with clinical outcomes, analysis of serum tumor markers as predictive factors, and cardiac surveillance algorithm
    • Burstein HJ, Harris LN, Marcom PK, et al. Trastuzumab and vinorelbine as first-line therapy for HER2-overexpressing metastatic breast cancer: multicenter phase II trial with clinical outcomes, analysis of serum tumor markers as predictive factors, and cardiac surveillance algorithm. J Clin Oncol 2003;21(15):2889-2895.
    • (2003) J Clin Oncol , vol.21 , Issue.15 , pp. 2889-2895
    • Burstein, H.J.1    Harris, L.N.2    Marcom, P.K.3
  • 18
    • 80051625929 scopus 로고    scopus 로고
    • Dissecting therapeutic resistance to RAF inhibition in melanoma by tumor genomic profiling
    • Wagle N, Emery C, Berger MF, et al. Dissecting therapeutic resistance to RAF inhibition in melanoma by tumor genomic profiling. J Clin Oncol 2011;29(22):3085-3096.
    • (2011) J Clin Oncol , vol.29 , Issue.22 , pp. 3085-3096
    • Wagle, N.1    Emery, C.2    Berger, M.F.3
  • 19
    • 79953118839 scopus 로고    scopus 로고
    • Genotypic and histological evolution of lung cancers acquiring resistance to EGFR inhibitors
    • Sequist LV, Waltman BA, Dias-Santagata D, et al. Genotypic and histological evolution of lung cancers acquiring resistance to EGFR inhibitors. Sci Transl Med 2011;3(75): 75ra26.
    • (2011) Sci Transl Med , vol.3 , Issue.75 , pp. 75ra26
    • Sequist, L.V.1    Waltman, B.A.2    Dias-Santagata, D.3
  • 20
    • 0037083678 scopus 로고    scopus 로고
    • Results of the Lynn Sage Second-Opinion Program for local therapy in patients with breast carcinoma: Changes in management and determinants of where care is delivered
    • Clauson J, Hsieh YC, Acharya S, Rademaker AW, Morrow M. Results of the Lynn Sage Second-Opinion Program for local therapy in patients with breast carcinoma: changes in management and determinants of where care is delivered. Cancer 2002;94(4):889-894.
    • (2002) Cancer , vol.94 , Issue.4 , pp. 889-894
    • Clauson, J.1    Hsieh, Y.C.2    Acharya, S.3    Rademaker, A.W.4    Morrow, M.5
  • 21
    • 3342895058 scopus 로고    scopus 로고
    • The impact of pathology review on treatment recommendations for patients with adenocarcinoma of the prostate
    • Nguyen PL, Schultz D, Renshaw AA, et al. The impact of pathology review on treatment recommendations for patients with adenocarcinoma of the prostate. Urol Oncol 2004;22(4):295-299.
    • (2004) Urol Oncol , vol.22 , Issue.4 , pp. 295-299
    • Nguyen, P.L.1    Schultz, D.2    Renshaw, A.A.3
  • 22
    • 0036897052 scopus 로고    scopus 로고
    • Changes in breast cancer therapy because of pathology second opinions
    • Staradub VL, Messenger KA, Hao N, Wiley EL, Morrow M. Changes in breast cancer therapy because of pathology second opinions. Ann Surg Oncol 2002;9(10):982-987.
    • (2002) Ann Surg Oncol , vol.9 , Issue.10 , pp. 982-987
    • Staradub, V.L.1    Messenger, K.A.2    Hao, N.3    Wiley, E.L.4    Morrow, M.5
  • 23
    • 0033429881 scopus 로고    scopus 로고
    • Mandatory second opinion surgical pathology at a large referral hospital
    • Kronz JD, Westra WH, Epstein JI. Mandatory second opinion surgical pathology at a large referral hospital. Cancer 1999;86(11): 2426-2435.
    • (1999) Cancer , vol.86 , Issue.11 , pp. 2426-2435
    • Kronz, J.D.1    Westra, W.H.2    Epstein, J.I.3
  • 24
    • 84867139157 scopus 로고    scopus 로고
    • Radiomics: The process and the challenges
    • Kumar V, Gu Y, Basu S, et al. Radiomics: The process and the challenges. Magn Reson Imaging 2012;30(9):1234-1248.
    • (2012) Magn Reson Imaging , vol.30 , Issue.9 , pp. 1234-1248
    • Kumar, V.1    Gu, Y.2    Basu, S.3
  • 25
    • 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(4):441-446.
    • (2012) Eur J Cancer , vol.48 , Issue.4 , pp. 441-446
    • Lambin, P.1    Rios-Velazquez, E.2    Leijenaar, R.3
  • 26
    • 45849121419 scopus 로고    scopus 로고
    • Imaging as a Biomarker: Standards for Change Measurements in Therapy workshop summary
    • Clarke LP, Sriram RD, Schilling LB. Imaging as a Biomarker: Standards for Change Measurements in Therapy workshop summary. Acad Radiol 2008;15(4):501-530.
    • (2008) Acad Radiol , vol.15 , Issue.4 , pp. 501-530
    • Clarke, L.P.1    Sriram, R.D.2    Schilling, L.B.3
  • 27
    • 33746036112 scopus 로고    scopus 로고
    • Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in National Cancer Institute Trials
    • Shankar LK, Hoffman JM, Bacharach S, et al. Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in National Cancer Institute Trials. J Nucl Med 2006;47(6):1059-1066.
    • (2006) J Nucl Med , vol.47 , Issue.6 , pp. 1059-1066
    • Shankar, L.K.1    Hoffman, J.M.2    Bacharach, S.3
  • 28
    • 84902485651 scopus 로고    scopus 로고
    • The quantitative imaging network: NCI's historical perspective and planned goals
    • Clarke LP, Nordstrom RJ, Zhang H, et al. The Quantitative Imaging Network: NCI's Historical Perspective and Planned Goals. Transl Oncol 2014;7(1):1-4.
    • (2014) Transl Oncol , vol.7 , Issue.1 , pp. 1-4
    • Clarke, L.P.1    Nordstrom, R.J.2    Zhang, H.3
  • 29
    • 79952309367 scopus 로고    scopus 로고
    • A collaborative enterprise for multi-stakeholder participation in the advancement of quantitative imaging
    • Buckler AJ, Bresolin L, Dunnick NR, Sullivan DC; for the Group. A collaborative enterprise for multi-stakeholder participation in the advancement of quantitative imaging. Radiology 2011;258(3):906-914.
    • (2011) Radiology , vol.258 , Issue.3 , pp. 906-914
    • For the Group1    Buckler, A.J.2    Bresolin, L.3    Dunnick, N.R.4    Sullivan, D.C.5
  • 30
    • 85019307106 scopus 로고    scopus 로고
    • The QIBA profile for quantitative FDG-PET/CT oncology imaging [abstr]
    • Kinahan P, Wahl R, Shao L, Frank R, Perlman E. The QIBA profile for quantitative FDG-PET/CT oncology imaging [abstr]. J Nucl Med 2014;55(Suppl 1):1520.
    • (2014) J Nucl Med , vol.55 , pp. 1520
    • Kinahan, P.1    Wahl, R.2    Shao, L.3    Frank, R.4    Perlman, E.5
  • 32
    • 77952097702 scopus 로고    scopus 로고
    • RECIST revised: Implications for the radiologist: A review article on the modified RECIST guideline
    • van Persijn van Meerten EL, Gelderblom H, Bloem JL. RECIST revised: implications for the radiologist: A review article on the modified RECIST guideline. Eur Radiol 2010;20(6):1456-1467.
    • (2010) Eur Radiol , vol.20 , Issue.6 , pp. 1456-1467
    • Van Persijn Van Meerten, E.L.1    Gelderblom, H.2    Bloem, J.L.3
  • 33
    • 71549159121 scopus 로고    scopus 로고
    • The ACR BI-RADS experience: Learning from history
    • Burnside ES, Sickles EA, Bassett LW, et al. The ACR BI-RADS experience: learning from history. J Am Coll Radiol 2009;6(12): 851-860.
    • (2009) J Am Coll Radiol , vol.6 , Issue.12 , pp. 851-860
    • Burnside, E.S.1    Sickles, E.A.2    Bassett, L.W.3
  • 34
    • 84903640320 scopus 로고    scopus 로고
    • Standardization of multiparametric prostate MR imaging using PI-RADS
    • Bomers JG, Barentsz JO. Standardization of multiparametric prostate MR imaging using PI-RADS. BioMed Res Int 2014;2014: 431680.
    • (2014) BioMed Res Int , vol.2014 , pp. 431680
    • Bomers, J.G.1    Barentsz, J.O.2
  • 35
    • 84920494218 scopus 로고    scopus 로고
    • ACR CT accreditation program and the lung cancer screening program designation
    • Kazerooni EA, Armstrong MR, Amorosa JK, et al. ACR CT accreditation program and the lung cancer screening program designation. J Am Coll Radiol 2015;12(1):38-42.
    • (2015) J Am Coll Radiol , vol.12 , Issue.1 , pp. 38-42
    • Kazerooni, E.A.1    Armstrong, M.R.2    Amorosa, J.K.3
  • 36
    • 84884685636 scopus 로고    scopus 로고
    • Quantitative imaging in cancer evolution and ecology
    • Gatenby RA, Grove O, Gillies RJ. Quantitative imaging in cancer evolution and ecology. Radiology 2013;269(1):8-15.
    • (2013) Radiology , vol.269 , Issue.1 , pp. 8-15
    • Gatenby, R.A.1    Grove, O.2    Gillies, R.J.3
  • 37
    • 84902455541 scopus 로고    scopus 로고
    • Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: Preliminary results
    • Zhou M, Hall L, Goldgof D, et al. Radiologically defined ecological dynamics and clinical outcomes in glioblastoma multiforme: preliminary results. Transl Oncol 2014;7(1): 5-13.
    • (2014) Transl Oncol , vol.7 , Issue.1 , pp. 5-13
    • Zhou, M.1    Hall, L.2    Goldgof, D.3
  • 38
    • 84871292104 scopus 로고    scopus 로고
    • A semiautomatic CT-based ensemble segmentation of lung tumors: Comparison with oncologists' delineations and with the surgical specimen
    • Rios Velazquez E, Aerts HJ, Gu Y, et al. A semiautomatic CT-based ensemble segmentation of lung tumors: comparison with oncologists' delineations and with the surgical specimen. Radiother Oncol 2012;105(2):167-173.
    • (2012) Radiother Oncol , vol.105 , Issue.2 , pp. 167-173
    • Rios Velazquez, E.1    Aerts, H.J.2    Gu, Y.3
  • 40
    • 34250195010 scopus 로고    scopus 로고
    • Decoding global gene expression programs in liver cancer by noninvasive imaging
    • Segal E, Sirlin CB, Ooi C, et al. Decoding global gene expression programs in liver cancer by noninvasive imaging. Nat Biotechnol 2007;25(6):675-680.
    • (2007) Nat Biotechnol , vol.25 , Issue.6 , pp. 675-680
    • Segal, E.1    Sirlin, C.B.2    Ooi, C.3
  • 42
    • 84874213037 scopus 로고    scopus 로고
    • Assessment of tumor heterogeneity: An emerging imaging tool for clinical practice?
    • Davnall F, Yip CS, Ljungqvist G, et al. Assessment of tumor heterogeneity: an emerging imaging tool for clinical practice? Insights Imaging 2012;3(6):573-589.
    • (2012) Insights Imaging , vol.3 , Issue.6 , pp. 573-589
    • Davnall, F.1    Yip, C.S.2    Ljungqvist, G.3
  • 44
    • 67749120613 scopus 로고    scopus 로고
    • Quantifying spatial heterogeneity in dynamic contrast-enhanced MRI parameter maps
    • Rose CJ, Mills SJ, O'Connor JP, et al. Quantifying spatial heterogeneity in dynamic contrast-enhanced MRI parameter maps. Magn Reson Med 2009;62(2):488-499.
    • (2009) Magn Reson Med , vol.62 , Issue.2 , pp. 488-499
    • Rose, C.J.1    Mills, S.J.2    O'Connor, J.P.3
  • 45
    • 84890790357 scopus 로고    scopus 로고
    • Analysis of image heterogeneity using 2D Minkowski functionals detects tumor responses to treatment
    • Larkin TJ, Canuto HC, Kettunen MI, et al. Analysis of image heterogeneity using 2D Minkowski functionals detects tumor responses to treatment. Magn Reson Med 2014; 71(1):402-410.
    • (2014) Magn Reson Med , vol.71 , Issue.1 , pp. 402-410
    • Larkin, T.J.1    Canuto, H.C.2    Kettunen, M.I.3
  • 46
    • 84955613054 scopus 로고    scopus 로고
    • Identification of molecular phenotypes in lung cancer by integrating radiomics and genomics
    • in press
    • Grossmann P, Grove O, El-Hachem N, et al. Identification of molecular phenotypes in lung cancer by integrating radiomics and genomics. Sci Transl Med (in press).
    • Sci Transl Med
    • Grossmann, P.1    Grove, O.2    El-Hachem, N.3
  • 47
    • 84901946941 scopus 로고    scopus 로고
    • Decoding tumour phenotype by noninvasive imaging using a quantitative radiomics approach
    • Aerts HJ, Velazquez ER, Leijenaar RT, 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.1    Velazquez, E.R.2    Leijenaar, R.T.3
  • 48
    • 84955601079 scopus 로고    scopus 로고
    • Lung nodule classification using learnt texture features on a single patient population [abstr]
    • Oak Brook, Ill: Radiological Society of North America; SSM06
    • Pickup L, Talwar A, Stalin S, et al. Lung nodule classification using learnt texture features on a single patient population [abstr]. In: Radiological Society of North America Scientific Assembly and Annual Meeting Program. Oak Brook, Ill: Radiological Society of North America, 2015; SSM06.
    • (2015) Radiological Society of North America Scientific Assembly and Annual Meeting Program
    • Pickup, L.1    Talwar, A.2    Stalin, S.3
  • 49
    • 84955603272 scopus 로고    scopus 로고
    • Behavior of incidence lung cancers in the CT arm of the National Lung Screening Trial
    • in press
    • Schabath MB, Massion PP, Thompson ZJ, et al. Behavior of incidence lung cancers in the CT arm of the National Lung Screening Trial. JAMA (in press).
    • JAMA
    • Schabath, M.B.1    Massion, P.P.2    Thompson, Z.J.3
  • 50
    • 84911973434 scopus 로고    scopus 로고
    • Testretest reproducibility analysis of lung CT image features
    • Balagurunathan Y, Kumar V, Gu Y, et al. Testretest reproducibility analysis of lung CT image features. J Digit Imaging 2014;27(6): 805-823.
    • (2014) J Digit Imaging , vol.27 , Issue.6 , pp. 805-823
    • Balagurunathan, Y.1    Kumar, V.2    Gu, Y.3
  • 51
    • 0024521543 scopus 로고
    • A concordance correlation coefficient to evaluate reproducibility
    • Lin LI. A concordance correlation coefficient to evaluate reproducibility. Biometrics 1989; 45(1):255-268.
    • (1989) Biometrics , vol.45 , Issue.1 , pp. 255-268
    • Lin, L.I.1
  • 52
    • 60749126602 scopus 로고    scopus 로고
    • The concordance correlation coefficient for repeated measures estimated by variance components
    • Carrasco JL, King TS, Chinchilli VM. The concordance correlation coefficient for repeated measures estimated by variance components. J Biopharm Stat 2009;19(1): 90-105.
    • (2009) J Biopharm Stat , vol.19 , Issue.1 , pp. 90-105
    • Carrasco, J.L.1    King, T.S.2    Chinchilli, V.M.3
  • 53
    • 84955607983 scopus 로고    scopus 로고
    • Automatic classification of prostate cancer Gleason scores from multi-parametric magnetic resonance images
    • in press
    • Fehr D, Veeraraghavan H, Wibmer A, et al. Automatic classification of prostate cancer Gleason scores from multi-parametric magnetic resonance images. Proc Natl Acad Sci USA (in press).
    • Proc Natl Acad Sci USA
    • Fehr, D.1    Veeraraghavan, H.2    Wibmer, A.3
  • 54
    • 42449156691 scopus 로고    scopus 로고
    • Identification of noninvasive imaging surrogates for brain tumor gene-expression modules
    • Diehn M, Nardini C, Wang DS, et al. Identification of noninvasive imaging surrogates for brain tumor gene-expression modules. Proc Natl Acad Sci U S A 2008;105(13):5213-5218.
    • (2008) Proc Natl Acad Sci U S A , vol.105 , Issue.13 , pp. 5213-5218
    • Diehn, M.1    Nardini, C.2    Wang, D.S.3
  • 55
    • 34250697544 scopus 로고    scopus 로고
    • Radiogenomic analysis to identify imaging phenotypes associated with drug response gene expression programs in hepatocellular carcinoma
    • Kuo MD, Gollub J, Sirlin CB, Ooi C, Chen X. Radiogenomic analysis to identify imaging phenotypes associated with drug response gene expression programs in hepatocellular carcinoma. J Vasc Interv Radiol 2007;18(7):821-831.
    • (2007) J Vasc Interv Radiol , vol.18 , Issue.7 , pp. 821-831
    • Kuo, M.D.1    Gollub, J.2    Sirlin, C.B.3    Ooi, C.4    Chen, X.5
  • 56
    • 84928902792 scopus 로고    scopus 로고
    • Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma
    • Grove O, Berglund AE, Schabath MB, et al. Quantitative computed tomographic descriptors associate tumor shape complexity and intratumor heterogeneity with prognosis in lung adenocarcinoma. PLoS One 2015;10(3):e0118261.
    • (2015) PLoS One , vol.10 , Issue.3 , pp. e0118261
    • Grove, O.1    Berglund, A.E.2    Schabath, M.B.3
  • 57
    • 84908702403 scopus 로고    scopus 로고
    • Glioblastoma multiforme: Exploratory radiogenomic analysis by using quantitative image features
    • Gevaert O, Mitchell LA, Achrol AS, et al. Glioblastoma multiforme: exploratory radiogenomic analysis by using quantitative image features. Radiology 2014;273(1):168-174.
    • (2014) Radiology , vol.273 , Issue.1 , pp. 168-174
    • Gevaert, O.1    Mitchell, L.A.2    Achrol, A.S.3
  • 58
    • 84925609486 scopus 로고    scopus 로고
    • Texture features on T2-weighted magnetic resonance imaging: New potential biomarkers for prostate cancer aggressiveness
    • Vignati A, Mazzetti S, Giannini V, et al. Texture features on T2-weighted magnetic resonance imaging: new potential biomarkers for prostate cancer aggressiveness. Phys Med Biol 2015;60(7):2685-2701.
    • (2015) Phys Med Biol , vol.60 , Issue.7 , pp. 2685-2701
    • Vignati, A.1    Mazzetti, S.2    Giannini, V.3
  • 59
    • 84904823913 scopus 로고    scopus 로고
    • Dynamic contrast-enhanced MRI texture analysis for pretreatment prediction of clinical and pathological response to neoadjuvant chemotherapy in patients with locally advanced breast cancer
    • Teruel JRHM, Heldahl MG, Goa PE, et al. Dynamic contrast-enhanced MRI texture analysis for pretreatment prediction of clinical and pathological response to neoadjuvant chemotherapy in patients with locally advanced breast cancer. NMR Biomed 2014; 27(8):887-896.
    • (2014) NMR Biomed , vol.27 , Issue.8 , pp. 887-896
    • Teruel, J.R.H.M.1    Heldahl, M.G.2    Goa, P.E.3
  • 60
    • 77958491968 scopus 로고    scopus 로고
    • PET/CT-guided biopsies of metabolically active bone lesions: Applications and clinical impact
    • Klaeser B, Wiskirchen J, Wartenberg J, et al. PET/CT-guided biopsies of metabolically active bone lesions: applications and clinical impact. Eur J Nucl Med Mol Imaging 2010;37(11):2027-2036.
    • (2010) Eur J Nucl Med Mol Imaging , vol.37 , Issue.11 , pp. 2027-2036
    • Klaeser, B.1    Wiskirchen, J.2    Wartenberg, J.3
  • 61
    • 77953926958 scopus 로고    scopus 로고
    • Abdominal masses sampled at PET/CT-guided percutaneous biopsy: Initial experience with registration of prior PET/CT images
    • Tatli S, Gerbaudo VH, Mamede M, Tuncali K, Shyn PB, Silverman SG. Abdominal masses sampled at PET/CT-guided percutaneous biopsy: initial experience with registration of prior PET/CT images. Radiology 2010;256(1):305-311.
    • (2010) Radiology , vol.256 , Issue.1 , pp. 305-311
    • Tatli, S.1    Gerbaudo, V.H.2    Mamede, M.3    Tuncali, K.4    Shyn, P.B.5    Silverman, S.G.6
  • 62
    • 70449420123 scopus 로고    scopus 로고
    • Use of archived specimens in evaluation of prognostic and predictive biomarkers
    • Simon RM, Paik S, Hayes DF. Use of archived specimens in evaluation of prognostic and predictive biomarkers. J Natl Cancer Inst 2009;101(21):1446-1452.
    • (2009) J Natl Cancer Inst , vol.101 , Issue.21 , pp. 1446-1452
    • Simon, R.M.1    Paik, S.2    Hayes, D.F.3
  • 63
    • 10244261646 scopus 로고    scopus 로고
    • Tumor marker utility grading system: A framework to evaluate clinical utility of tumor markers
    • Hayes DF, Bast RC, Desch CE, et al. Tumor marker utility grading system: A framework to evaluate clinical utility of tumor markers. J Natl Cancer Inst 1996;88(20):1456-1466.
    • (1996) J Natl Cancer Inst , vol.88 , Issue.20 , pp. 1456-1466
    • Hayes, D.F.1    Bast, R.C.2    Desch, C.E.3
  • 64
    • 67649649676 scopus 로고    scopus 로고
    • Avoidable waste in the production and reporting of research evidence
    • Chalmers I, Glasziou P. Avoidable waste in the production and reporting of research evidence. Lancet 2009;374(9683):86-89.
    • (2009) Lancet , vol.374 , Issue.9683 , pp. 86-89
    • Chalmers, I.1    Glasziou, P.2
  • 65
    • 77951246592 scopus 로고    scopus 로고
    • Transparent and accurate reporting increases reliability, utility, and impact of your research: Reporting guidelines and the EQUATOR Network
    • Simera I, Moher D, Hirst A, Hoey J, Schulz KF, Altman DG. Transparent and accurate reporting increases reliability, utility, and impact of your research: reporting guidelines and the EQUATOR Network. BMC Med 2010;8:24.
    • (2010) BMC Med , vol.8 , pp. 24
    • Simera, I.1    Moher, D.2    Hirst, A.3    Hoey, J.4    Schulz, K.F.5    Altman, D.G.6
  • 66
    • 80055088241 scopus 로고    scopus 로고
    • Believe it or not: How much can we rely on published data on potential drug targets?
    • Prinz F, Schlange T, Asadullah K. Believe it or not: how much can we rely on published data on potential drug targets? Nat Rev Drug Discov 2011;10(9):712.
    • (2011) Nat Rev Drug Discov , vol.10 , Issue.9 , pp. 712
    • Prinz, F.1    Schlange, T.2    Asadullah, K.3
  • 67
    • 84859169880 scopus 로고    scopus 로고
    • Drug development: Raise standards for preclinical cancer research
    • Begley CG, Ellis LM. Drug development: Raise standards for preclinical cancer research. Nature 2012;483(7391):531-533.
    • (2012) Nature , vol.483 , Issue.7391 , pp. 531-533
    • Begley, C.G.1    Ellis, L.M.2
  • 68
    • 84923781144 scopus 로고    scopus 로고
    • Journals unite for reproducibility
    • Journals unite for reproducibility. Nature 2014;515(7525):7.
    • (2014) Nature , vol.515 , Issue.7525 , pp. 7
  • 69
    • 84909979289 scopus 로고    scopus 로고
    • Journals unite for reproducibility
    • McNutt M. Journals unite for reproducibility. Science 2014;346(6210):679.
    • (2014) Science , vol.346 , Issue.6210 , pp. 679
    • McNutt, M.1
  • 70
    • 84867302438 scopus 로고    scopus 로고
    • A call for transparent reporting to optimize the predictive value of preclinical research
    • Landis SC, Amara SG, Asadullah K, et al. A call for transparent reporting to optimize the predictive value of preclinical research. Nature 2012;490(7419):187-191.
    • (2012) Nature , vol.490 , Issue.7419 , pp. 187-191
    • Landis, S.C.1    Amara, S.G.2    Asadullah, K.3
  • 72
    • 70249130850 scopus 로고    scopus 로고
    • Data sharing: Empty archives
    • Nelson B. Data sharing: empty archives. Nature 2009;461(7261):160-163.
    • (2009) Nature , vol.461 , Issue.7261 , pp. 160-163
    • Nelson, B.1
  • 73
    • 76749112823 scopus 로고    scopus 로고
    • The use of central laboratories and remote electronic data capture to risk-adjust therapy for pediatric acute lymphoblastic leukemia and neuroblastoma
    • Devidas M, London WB, Anderson JR. The use of central laboratories and remote electronic data capture to risk-adjust therapy for pediatric acute lymphoblastic leukemia and neuroblastoma. Semin Oncol 2010;37(1):53-59.
    • (2010) Semin Oncol , vol.37 , Issue.1 , pp. 53-59
    • Devidas, M.1    London, W.B.2    Anderson, J.R.3
  • 74
    • 84885337777 scopus 로고    scopus 로고
    • Evaluating RadLex and real world radiology reporting: Are we there yet?
    • Heilbrun ME. Evaluating RadLex and real world radiology reporting: are we there yet? Acad Radiol 2013;20(11):1327-1328.
    • (2013) Acad Radiol , vol.20 , Issue.11 , pp. 1327-1328
    • Heilbrun, M.E.1
  • 75
    • 84893492203 scopus 로고    scopus 로고
    • Annotation of figures from the biomedical imaging literature: A comparative analysis of RadLex and other standardized vocabularies
    • Kahn CE Jr. Annotation of figures from the biomedical imaging literature: A comparative analysis of RadLex and other standardized vocabularies. Acad Radiol 2014;21(3):384-392.
    • (2014) Acad Radiol , vol.21 , Issue.3 , pp. 384-392
    • Kahn, C.E.1
  • 76
    • 84901492362 scopus 로고    scopus 로고
    • Mapping institution-specific study descriptions to RadLex Playbook entries
    • Mabotuwana T, Lee MC, Cohen-Solal EV, Chang P. Mapping institution-specific study descriptions to RadLex Playbook entries. J Digit Imaging 2014;27(3):321-330.
    • (2014) J Digit Imaging , vol.27 , Issue.3 , pp. 321-330
    • Mabotuwana, T.1    Lee, M.C.2    Cohen-Solal, E.V.3    Chang, P.4
  • 77
    • 84888198904 scopus 로고    scopus 로고
    • The Cancer Imaging Archive (TCIA): Maintaining and operating a public information repository
    • Clark K, Vendt B, Smith K, et al. The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository. J Digit Imaging 2013;26(6):1045-1057.
    • (2013) J Digit Imaging , vol.26 , Issue.6 , pp. 1045-1057
    • Clark, K.1    Vendt, B.2    Smith, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.