[1]
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E. A. Eisenhauer, P. Therasse, J. Bogaerts, L. H. Schwartz, D. Sargent, R. Ford, J. Dancey, S. Arbuck, S. Gwyther, M. Mooney, L. Rubinstein, L. Shankar, L. Dodd, R. Kaplan, D. Lacombe and J. Verweij, “New Response Evaluation Criteria in Solid Tumours: Revised RECIST Guideline (Version 1.1),” European Journal of Cancer, Vol. 45, No. 2, 2009, pp. 228-247. doi:10.1016/j.ejca.2008.10.026
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[2]
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C. C. Jaffe, “Measures of Response: RECIST, WHO, and New Alternatives,” Journal of Clinical Oncology, Vol. 24, No. 20, 2006, pp. 3245-3251.
doi:10.1200/JCO.2006.06.5599
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[3]
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H. Robbins, “Estimating Many Variances,” In: S. S. Gupta, Ed., Statistical Decision Theory and Related Topics III, Vol. 2, Academic Press, New York, 1982, pp. 251-261.
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[4]
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H. Robbins, “Some Thoughts on Empirical Bayes Eestimation,” Annals of Statistics, Vol. 11, No. 3, 1983, pp. 713-723. doi:10.1214/aos/1176346239
|
[5]
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L. H. Schwartz, M. Mazumdar, W. Brown, A. Smith and D. M. Panicek, “Variability in Response Assessment in Solid Tumors: Effect of Number of Lesions Chosen for Measurement,” Clinical Cancer Research, Vol. 9, No. 12, 2003, pp. 4318-4323.
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[6]
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Z. Q. J. Lu, N. Petrick, C. Fenimore, D. Clunie, K. Borradaile, R. Ford, M. F. McNitt-Gray, H. J. G. Kim, R. Zeng, M. A. Gavrielides, B. Zhao and A. J. Buckler, “Statistical Analysis of Reader Measurement Variability in Nodule Sizing with CT Phantom Imaging Data,” NIST Interagency Report, 2012.
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[7]
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J. J. Erasmus, G. W. Gladish, L. Broemeling, B. S. Sabloff, M. T. Truong, R. S. Herbst and R. F. Munden, “Interobserver and Intraobserver Variability in Measurement of Non-Small-Cell Carcinoma Lung Lesions: Implications for Assessment of Tumor Response,” Journal of Clinical Oncology, Vol. 21, No. 13, 2003, pp. 2574-2582.
doi:10.1200/JCO.2003.01.144
|
[8]
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L. E. Dodd, R. F. Wagner, S. G. Armato III, M. F. McNittGray, S. Beiden, H.-P. Chan, D. Gur, G. McleNnan, C. E. Metz, N. Petrick, B. Sahiner and J. Sayre, “Assessment Methodologies and Statistical Issues for Computer-Aided Diagnosis of Lung Nodules in Computed Tomography: Contemporary Research Topics Relevant to the Lung Image Database Consortium,” Academic Radiology, Vol. 11, No. 4, 2004, pp. 462-475.
doi:10.1016/S1076-6332(03)00814-6
|
[9]
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C. R. Meyer, T. D. Johnson, G. McLennan, D. R. Aberle, E. A. Kazerooni, H. MacMahon, B. F. Mullan, D. F. Yankelevitz, E. J. R. van Beek, S. G. Armato III, M. F. McNitt-Gray, A. P. Reeves, D. Gur, C. I. Henschke, E. A. Hoffman, R. H. Bland, G. Laderach, R. Pais, D. Qing, C. Piker, J. Guo, A. Starkey, D. Max, B. Y. Croft and L. P. Clarke, “Evaluation of Lung MDCT Nodule Annotation Across Radiologists and Methods,” Academic Radiology, Vol. 13, No. 10, 2006, pp. 1254-1265.
doi:10.1016/j.acra.2006.07.012
|
[10]
|
RIDER: Reference Image Database to Evaluate Response, National Institute of Biomedical Imaging and Bioengineering Institute of NIH.
http://www.nibib.nih.gov/Research/Resources/ImageClinData#RIDER
|
[11]
|
Z. Q. Lu, “Local Polynomial Prediction and Volatility Estimation in Financial Time Series,” In: A. S. Soofi and L. Cao, Eds., Modelling and Forecasting Financial Data: Techniques of Nonlinear Dynamics, Kluwer, Boston, 2002, pp. 115-135.
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[12]
|
C. R. Meyer, S. G. Armato III, C. P. Fenimore, G. McLennan, L. M. Bidaut, D. P. Barboriak, M. A. Gavrielides, E. F. Jackson, M. F. McNitt-Gray, P. E. Kinahan, N. Petrick and B. Zhao, “Quantitative Imaging to Assess Tumor Response to Therapy: Common Themes of Measurement, Truth Data, and Error Sources,” Translational Oncology, Vol. 2, No. 4, 2009, pp.198-210.
|
[13]
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P. J. Huber, “Robust Statistics,” Wiley, New York, 1981.
|
[14]
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D. C. Hoaglin, F. Mosteller and J. W. Tukey, “Understanding Robust and Exploratory Data Analysis,” Wiley, New York, 1983.
|
[15]
|
S. G. Armato III, C. R. Meyer, M. F. McNitt-Gray, G. McLennan, A. P. Reeves, B. Y. Croft and L. P. Clarke, “The Reference Image Database to Evaluate Response to Therapy in Lung Cancer (RIDER) Project: A Resource for the Development of Change-Analysis Software,” Clinical Pharmacology & Therapeutics, Vol. 84, No. 4, 2008, pp.448-456. doi:10.1038/clpt.2008.161
|
[16]
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J. R. Landis and G. G. Koch, “The Measurement of Observer Agreement for Categorical Data,” Biometrics, Vol. 33, No. 1, 1977, pp.159-174. doi:10.2307/2529310
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[17]
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A. J. Viera and J. M. Garrett, “Understanding the Interobserver Agreement: The Kappa Statistics,” Family Medicine, Vol. 37, No. 5, 2005, pp. 360-363.
|
[18]
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B. Zhao, L. P. James, C. S. Moskowitz, P. Guo, M. S. Ginsberg, R. A. Lefkowitz, Y. Qin, G. J. Riely, M. G. Kris and L. H. Schwartz, “Evaluating Variability in Tumor Measurements from Same-Day Repeat Scans of Patients with Non-Small Cell Lung Cancer,” Radiology, Vol. 252, No. 1, 2009, pp. 263-272.
doi:10.1148/radiol.2522081593
|
[19]
|
A. P. Reeves, A. B. Chan, D. F. Yankelevitz, C. I. Henschke, B. Kressler, W. J. Kostis, “On Measuring the Change in Size of Pulmonary Nodules,” IEEE Transactions on Medical Imaging, Vol. 25, No. 4, 2006, pp. 435- 450. doi:10.1109/TMI.2006.871548
|
[20]
|
J. M. Reinhardt, K. Ding, K. Cao, C. E. Christensen, E. A. Hoffman and S. V. Bodas, “Registration-Based Estimates of Local Lung Tissue Expansion Compared to Xenon CT Measures of Specific Ventilation,” Medical Image Analysis, Vol. 12, No. 6, 2008, pp. 752-763.
doi:10.1016/j.media.2008.03.007
|
[21]
|
L. D. Broemeling, “Bayesian Biostatistics and Diagnostic Medicine,” Chapmall & Hll/CRC, Boca Raton, 2007.
|
[22]
|
E. A. Eisenhauer, P. Therasse, J. Bogaerts, L. H. Schwartz, D. Sargent, R. Ford, J. Dancey, S. Arbuck, S. Gwyther, M. Mooney, L. Rubinstein, L. Shankar, L. Dodd, R. Kaplan, D. Lacombe and J. Verweij, “New Response Evaluation Criteria in Solid Tumours: Revised RECIST Guideline (Version 1.1),” European Journal of Cancer, Vol. 45, No. 2, 2009, pp. 228-247. doi:10.1016/j.ejca.2008.10.026
|
[23]
|
C. C. Jaffe, “Measures of Response: RECIST, WHO, and New Alternatives,” Journal of Clinical Oncology, Vol. 24, No. 20, 2006, pp. 3245-3251.
doi:10.1200/JCO.2006.06.5599
|
[24]
|
H. Robbins, “Estimating Many Variances,” In: S. S. Gupta, Ed., Statistical Decision Theory and Related Topics III, Vol. 2, Academic Press, New York, 1982, pp. 251-261.
|
[25]
|
H. Robbins, “Some Thoughts on Empirical Bayes Eestimation,” Annals of Statistics, Vol. 11, No. 3, 1983, pp. 713-723. doi:10.1214/aos/1176346239
|
[26]
|
L. H. Schwartz, M. Mazumdar, W. Brown, A. Smith and D. M. Panicek, “Variability in Response Assessment in Solid Tumors: Effect of Number of Lesions Chosen for Measurement,” Clinical Cancer Research, Vol. 9, No. 12, 2003, pp. 4318-4323.
|
[27]
|
Z. Q. J. Lu, N. Petrick, C. Fenimore, D. Clunie, K. Borradaile, R. Ford, M. F. McNitt-Gray, H. J. G. Kim, R. Zeng, M. A. Gavrielides, B. Zhao and A. J. Buckler, “Statistical Analysis of Reader Measurement Variability in Nodule Sizing with CT Phantom Imaging Data,” NIST Interagency Report, 2012.
|
[28]
|
J. J. Erasmus, G. W. Gladish, L. Broemeling, B. S. Sabloff, M. T. Truong, R. S. Herbst and R. F. Munden, “Interobserver and Intraobserver Variability in Measurement of Non-Small-Cell Carcinoma Lung Lesions: Implications for Assessment of Tumor Response,” Journal of Clinical Oncology, Vol. 21, No. 13, 2003, pp. 2574-2582.
doi:10.1200/JCO.2003.01.144
|
[29]
|
L. E. Dodd, R. F. Wagner, S. G. Armato III, M. F. McNittGray, S. Beiden, H.-P. Chan, D. Gur, G. McleNnan, C. E. Metz, N. Petrick, B. Sahiner and J. Sayre, “Assessment Methodologies and Statistical Issues for Computer-Aided Diagnosis of Lung Nodules in Computed Tomography: Contemporary Research Topics Relevant to the Lung Image Database Consortium,” Academic Radiology, Vol. 11, No. 4, 2004, pp. 462-475.
doi:10.1016/S1076-6332(03)00814-6
|
[30]
|
C. R. Meyer, T. D. Johnson, G. McLennan, D. R. Aberle, E. A. Kazerooni, H. MacMahon, B. F. Mullan, D. F. Yankelevitz, E. J. R. van Beek, S. G. Armato III, M. F. McNitt-Gray, A. P. Reeves, D. Gur, C. I. Henschke, E. A. Hoffman, R. H. Bland, G. Laderach, R. Pais, D. Qing, C. Piker, J. Guo, A. Starkey, D. Max, B. Y. Croft and L. P. Clarke, “Evaluation of Lung MDCT Nodule Annotation Across Radiologists and Methods,” Academic Radiology, Vol. 13, No. 10, 2006, pp. 1254-1265.
doi:10.1016/j.acra.2006.07.012
|
[31]
|
RIDER: Reference Image Database to Evaluate Response, National Institute of Biomedical Imaging and Bioengineering Institute of NIH.
http://www.nibib.nih.gov/Research/Resources/ImageClinData#RIDER
|
[32]
|
Z. Q. Lu, “Local Polynomial Prediction and Volatility Estimation in Financial Time Series,” In: A. S. Soofi and L. Cao, Eds., Modelling and Forecasting Financial Data: Techniques of Nonlinear Dynamics, Kluwer, Boston, 2002, pp. 115-135.
|
[33]
|
C. R. Meyer, S. G. Armato III, C. P. Fenimore, G. McLennan, L. M. Bidaut, D. P. Barboriak, M. A. Gavrielides, E. F. Jackson, M. F. McNitt-Gray, P. E. Kinahan, N. Petrick and B. Zhao, “Quantitative Imaging to Assess Tumor Response to Therapy: Common Themes of Measurement, Truth Data, and Error Sources,” Translational Oncology, Vol. 2, No. 4, 2009, pp.198-210.
|
[34]
|
P. J. Huber, “Robust Statistics,” Wiley, New York, 1981.
|
[35]
|
D. C. Hoaglin, F. Mosteller and J. W. Tukey, “Understanding Robust and Exploratory Data Analysis,” Wiley, New York, 1983.
|
[36]
|
S. G. Armato III, C. R. Meyer, M. F. McNitt-Gray, G. McLennan, A. P. Reeves, B. Y. Croft and L. P. Clarke, “The Reference Image Database to Evaluate Response to Therapy in Lung Cancer (RIDER) Project: A Resource for the Development of Change-Analysis Software,” Clinical Pharmacology & Therapeutics, Vol. 84, No. 4, 2008, pp.448-456. doi:10.1038/clpt.2008.161
|
[37]
|
J. R. Landis and G. G. Koch, “The Measurement of Observer Agreement for Categorical Data,” Biometrics, Vol. 33, No. 1, 1977, pp.159-174. doi:10.2307/2529310
|
[38]
|
A. J. Viera and J. M. Garrett, “Understanding the Interobserver Agreement: The Kappa Statistics,” Family Medicine, Vol. 37, No. 5, 2005, pp. 360-363.
|
[39]
|
B. Zhao, L. P. James, C. S. Moskowitz, P. Guo, M. S. Ginsberg, R. A. Lefkowitz, Y. Qin, G. J. Riely, M. G. Kris and L. H. Schwartz, “Evaluating Variability in Tumor Measurements from Same-Day Repeat Scans of Patients with Non-Small Cell Lung Cancer,” Radiology, Vol. 252, No. 1, 2009, pp. 263-272.
doi:10.1148/radiol.2522081593
|
[40]
|
A. P. Reeves, A. B. Chan, D. F. Yankelevitz, C. I. Henschke, B. Kressler, W. J. Kostis, “On Measuring the Change in Size of Pulmonary Nodules,” IEEE Transactions on Medical Imaging, Vol. 25, No. 4, 2006, pp. 435- 450. doi:10.1109/TMI.2006.871548
|
[41]
|
J. M. Reinhardt, K. Ding, K. Cao, C. E. Christensen, E. A. Hoffman and S. V. Bodas, “Registration-Based Estimates of Local Lung Tissue Expansion Compared to Xenon CT Measures of Specific Ventilation,” Medical Image Analysis, Vol. 12, No. 6, 2008, pp. 752-763.
doi:10.1016/j.media.2008.03.007
|
[42]
|
L. D. Broemeling, “Bayesian Biostatistics and Diagnostic Medicine,” Chapmall & Hll/CRC, Boca Raton, 2007.
|
[43]
|
E. A. Eisenhauer, P. Therasse, J. Bogaerts, L. H. Schwartz, D. Sargent, R. Ford, J. Dancey, S. Arbuck, S. Gwyther, M. Mooney, L. Rubinstein, L. Shankar, L. Dodd, R. Kaplan, D. Lacombe and J. Verweij, “New Response Evaluation Criteria in Solid Tumours: Revised RECIST Guideline (Version 1.1),” European Journal of Cancer, Vol. 45, No. 2, 2009, pp. 228-247. doi:10.1016/j.ejca.2008.10.026
|
[44]
|
C. C. Jaffe, “Measures of Response: RECIST, WHO, and New Alternatives,” Journal of Clinical Oncology, Vol. 24, No. 20, 2006, pp. 3245-3251.
doi:10.1200/JCO.2006.06.5599
|
[45]
|
H. Robbins, “Estimating Many Variances,” In: S. S. Gupta, Ed., Statistical Decision Theory and Related Topics III, Vol. 2, Academic Press, New York, 1982, pp. 251-261.
|
[46]
|
H. Robbins, “Some Thoughts on Empirical Bayes Eestimation,” Annals of Statistics, Vol. 11, No. 3, 1983, pp. 713-723. doi:10.1214/aos/1176346239
|
[47]
|
L. H. Schwartz, M. Mazumdar, W. Brown, A. Smith and D. M. Panicek, “Variability in Response Assessment in Solid Tumors: Effect of Number of Lesions Chosen for Measurement,” Clinical Cancer Research, Vol. 9, No. 12, 2003, pp. 4318-4323.
|
[48]
|
Z. Q. J. Lu, N. Petrick, C. Fenimore, D. Clunie, K. Borradaile, R. Ford, M. F. McNitt-Gray, H. J. G. Kim, R. Zeng, M. A. Gavrielides, B. Zhao and A. J. Buckler, “Statistical Analysis of Reader Measurement Variability in Nodule Sizing with CT Phantom Imaging Data,” NIST Interagency Report, 2012.
|
[49]
|
J. J. Erasmus, G. W. Gladish, L. Broemeling, B. S. Sabloff, M. T. Truong, R. S. Herbst and R. F. Munden, “Interobserver and Intraobserver Variability in Measurement of Non-Small-Cell Carcinoma Lung Lesions: Implications for Assessment of Tumor Response,” Journal of Clinical Oncology, Vol. 21, No. 13, 2003, pp. 2574-2582.
doi:10.1200/JCO.2003.01.144
|
[50]
|
L. E. Dodd, R. F. Wagner, S. G. Armato III, M. F. McNittGray, S. Beiden, H.-P. Chan, D. Gur, G. McleNnan, C. E. Metz, N. Petrick, B. Sahiner and J. Sayre, “Assessment Methodologies and Statistical Issues for Computer-Aided Diagnosis of Lung Nodules in Computed Tomography: Contemporary Research Topics Relevant to the Lung Image Database Consortium,” Academic Radiology, Vol. 11, No. 4, 2004, pp. 462-475.
doi:10.1016/S1076-6332(03)00814-6
|
[51]
|
C. R. Meyer, T. D. Johnson, G. McLennan, D. R. Aberle, E. A. Kazerooni, H. MacMahon, B. F. Mullan, D. F. Yankelevitz, E. J. R. van Beek, S. G. Armato III, M. F. McNitt-Gray, A. P. Reeves, D. Gur, C. I. Henschke, E. A. Hoffman, R. H. Bland, G. Laderach, R. Pais, D. Qing, C. Piker, J. Guo, A. Starkey, D. Max, B. Y. Croft and L. P. Clarke, “Evaluation of Lung MDCT Nodule Annotation Across Radiologists and Methods,” Academic Radiology, Vol. 13, No. 10, 2006, pp. 1254-1265.
doi:10.1016/j.acra.2006.07.012
|
[52]
|
RIDER: Reference Image Database to Evaluate Response, National Institute of Biomedical Imaging and Bioengineering Institute of NIH.
http://www.nibib.nih.gov/Research/Resources/ImageClinData#RIDER
|
[53]
|
Z. Q. Lu, “Local Polynomial Prediction and Volatility Estimation in Financial Time Series,” In: A. S. Soofi and L. Cao, Eds., Modelling and Forecasting Financial Data: Techniques of Nonlinear Dynamics, Kluwer, Boston, 2002, pp. 115-135.
|
[54]
|
C. R. Meyer, S. G. Armato III, C. P. Fenimore, G. McLennan, L. M. Bidaut, D. P. Barboriak, M. A. Gavrielides, E. F. Jackson, M. F. McNitt-Gray, P. E. Kinahan, N. Petrick and B. Zhao, “Quantitative Imaging to Assess Tumor Response to Therapy: Common Themes of Measurement, Truth Data, and Error Sources,” Translational Oncology, Vol. 2, No. 4, 2009, pp.198-210.
|
[55]
|
P. J. Huber, “Robust Statistics,” Wiley, New York, 1981.
|
[56]
|
D. C. Hoaglin, F. Mosteller and J. W. Tukey, “Understanding Robust and Exploratory Data Analysis,” Wiley, New York, 1983.
|
[57]
|
S. G. Armato III, C. R. Meyer, M. F. McNitt-Gray, G. McLennan, A. P. Reeves, B. Y. Croft and L. P. Clarke, “The Reference Image Database to Evaluate Response to Therapy in Lung Cancer (RIDER) Project: A Resource for the Development of Change-Analysis Software,” Clinical Pharmacology & Therapeutics, Vol. 84, No. 4, 2008, pp.448-456. doi:10.1038/clpt.2008.161
|
[58]
|
J. R. Landis and G. G. Koch, “The Measurement of Observer Agreement for Categorical Data,” Biometrics, Vol. 33, No. 1, 1977, pp.159-174. doi:10.2307/2529310
|
[59]
|
A. J. Viera and J. M. Garrett, “Understanding the Interobserver Agreement: The Kappa Statistics,” Family Medicine, Vol. 37, No. 5, 2005, pp. 360-363.
|
[60]
|
B. Zhao, L. P. James, C. S. Moskowitz, P. Guo, M. S. Ginsberg, R. A. Lefkowitz, Y. Qin, G. J. Riely, M. G. Kris and L. H. Schwartz, “Evaluating Variability in Tumor Measurements from Same-Day Repeat Scans of Patients with Non-Small Cell Lung Cancer,” Radiology, Vol. 252, No. 1, 2009, pp. 263-272.
doi:10.1148/radiol.2522081593
|
[61]
|
A. P. Reeves, A. B. Chan, D. F. Yankelevitz, C. I. Henschke, B. Kressler, W. J. Kostis, “On Measuring the Change in Size of Pulmonary Nodules,” IEEE Transactions on Medical Imaging, Vol. 25, No. 4, 2006, pp. 435- 450. doi:10.1109/TMI.2006.871548
|
[62]
|
J. M. Reinhardt, K. Ding, K. Cao, C. E. Christensen, E. A. Hoffman and S. V. Bodas, “Registration-Based Estimates of Local Lung Tissue Expansion Compared to Xenon CT Measures of Specific Ventilation,” Medical Image Analysis, Vol. 12, No. 6, 2008, pp. 752-763.
doi:10.1016/j.media.2008.03.007
|
[63]
|
L. D. Broemeling, “Bayesian Biostatistics and Diagnostic Medicine,” Chapmall & Hll/CRC, Boca Raton, 2007.
|