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Dennis D. Cox - Publications

Affiliations: 
Rice University, Houston, TX 
Area:
Statistics
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48 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2017 Zhu H, Morris JS, Wei F, Cox DD. Multivariate functional response regression, with application to fluorescence spectroscopy in a cervical pre-cancer study. Computational Statistics & Data Analysis. 111: 88-101. PMID 29051679 DOI: 10.1016/J.Csda.2017.02.004  0.599
2017 Yang J, Cox DD, Lee JS, Ren P, Choi T. Efficient Bayesian hierarchical functional data analysis with basis function approximations using Gaussian-Wishart processes. Biometrics. PMID 28395117 DOI: 10.1111/Biom.12705  0.456
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and Mean-Covariance Estimation of Functional Data with a Bayesian Hierarchical Model. Bayesian Analysis. 11: 649-670. PMID 34457106 DOI: 10.1214/15-ba967  0.541
2016 MacAulay CE, Cox D, Lane P, Atkinson EN, Yamal J, Fradkin L, Serachitopol D, Lam S, Pahlevaninezhad H, Lee AM, Raizada R, Miller D, McAlpine J, Ehlen T, Finlayson S, et al. Multi-excitation, multi-emission autofluorescence imaging (AFI) for the in vivo identification of at risk cervical tissue Cancer. DOI: 10.1364/Cancer.2016.Jth3A.3  0.586
2016 Yang J, Zhu H, Choi T, Cox DD. Smoothing and mean-Covariance estimation of functional data with a bayesian hierarchical model Bayesian Analysis. 11: 649-670. DOI: 10.1214/15-Ba967  0.584
2015 Yamal JM, Guillaud M, Atkinson EN, Follen M, MacAulay C, Cantor SB, Cox DD. Prediction using hierarchical data: Applications for automated detection of cervical cancer. Statistical Analysis and Data Mining. 8: 65-74. PMID 26617681 DOI: 10.1002/Sam.11261  0.648
2015 Davies KR, Cantor SB, Cox DD, Follen M. An alternative approach for estimating the accuracy of colposcopy in detecting cervical precancer. Plos One. 10: e0126573. PMID 25962157 DOI: 10.1371/Journal.Pone.0126573  0.695
2015 Davies KR, Cantor SB, Cox DD, Follen M. Summary of Results: Colposcopy sensitivities, specificities, positive and negative likelihood ratio values. Plos One. DOI: 10.1371/Journal.Pone.0126573.T002  0.631
2014 Wang L, Lee JS, Lane P, Atkinson EN, Zuluaga A, Follen M, MacAulay C, Cox DD. A statistical model for removing inter-device differences in spectroscopy. Optics Express. 22: 7617-24. PMID 24718136 DOI: 10.1364/Oe.22.007617  0.462
2013 Park JS, Yoon S, Cox DD. Inverse solution for parameter estimation of computer simulation by an empirical Bayesian code tuning method Inverse Problems in Science and Engineering. 21: 524-536. DOI: 10.1080/17415977.2012.712519  0.304
2012 Yamal JM, Zewdie GA, Cox DD, Atkinson EN, Cantor SB, MacAulay C, Davies K, Adewole I, Buys TP, Follen M. Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia without colposcopic tissue information; a step toward automation for low resource settings. Journal of Biomedical Optics. 17: 047002. PMID 22559693 DOI: 10.1117/1.Jbo.17.4.047002  0.739
2012 Buys TP, Cantor SB, Guillaud M, Adler-Storthz K, Cox DD, Okolo C, Arulogon O, Oladepo O, Basen-Engquist K, Shinn E, Yamal JM, Beck JR, Scheurer ME, van Niekerk D, Malpica A, et al. Optical technologies and molecular imaging for cervical neoplasia: a program project update. Gender Medicine. 9: S7-24. PMID 21944317 DOI: 10.1016/J.Genm.2011.08.002  0.604
2012 Follen M, Lam SF, Guillaud M, Ceron D, McAlpine J, Ehlen T, Miller D, Cox DD, Neely Atkinson E, Price R, Niekerk DV, Buys TPH, Lane PM, MacAulay CE. A pilot study of multispectral digital colposcopy (MDC) for detection of clinical cervical intraepithelial neoplasia Biomedical Optics, Biomed 2012. DOI: 10.1364/Biomed.2012.Btu3A.25  0.347
2011 Yamal JM, Follen M, Guillaud M, Cox DD. Classifying tissue samples from measurements on cells with within-class tissue sample heterogeneity. Biostatistics (Oxford, England). 12: 695-709. PMID 21642388 DOI: 10.1093/Biostatistics/Kxr010  0.636
2011 Cantor SB, Yamal JM, Guillaud M, Cox DD, Atkinson EN, Benedet JL, Miller D, Ehlen T, Matisic J, van Niekerk D, Bertrand M, Milbourne A, Rhodes H, Malpica A, Staerkel G, et al. Accuracy of optical spectroscopy for the detection of cervical intraepithelial neoplasia: Testing a device as an adjunct to colposcopy. International Journal of Cancer. Journal International Du Cancer. 128: 1151-68. PMID 20830707 DOI: 10.1002/Ijc.25667  0.658
2010 Yamal JM, Cox DD, Atkinson EN, Macaulay C, Price R, Follen M. Repeatability of tissue fluorescence measurements for the detection of cervical intraepithelial neoplasia. Biomedical Optics Express. 1: 641-657. PMID 21258497 DOI: 10.1364/Boe.1.000641  0.625
2010 Lee JS, Cox DD. Robust Smoothing: Smoothing Parameter Selection and Applications to Fluorescence Spectroscopy. Computational Statistics & Data Analysis. 54: 3131-3143. PMID 20729976 DOI: 10.1016/J.Csda.2009.08.001  0.449
2010 Zhu H, Vannucci M, Cox DD. A bayesian hierarchical model for classification with selection of functional predictors. Biometrics. 66: 463-73. PMID 19508236 DOI: 10.1111/J.1541-0420.2009.01283.X  0.583
2008 Redden Weber C, Schwarz RA, Atkinson EN, Cox DD, Macaulay C, Follen M, Richards-Kortum R. Model-based analysis of reflectance and fluorescence spectra for in vivo detection of cervical dysplasia and cancer. Journal of Biomedical Optics. 13: 064016. PMID 19123662 DOI: 10.1117/1.3013307  0.379
2008 Cantor SB, Cárdenas-Turanzas M, Cox DD, Atkinson EN, Nogueras-Gonzalez GM, Beck JR, Follen M, Benedet JL. Accuracy of colposcopy in the diagnostic setting compared with the screening setting. Obstetrics and Gynecology. 111: 7-14. PMID 18165387 DOI: 10.1097/01.Aog.0000295870.67752.B4  0.328
2008 Cox DD, Lee JS. Pointwise testing with functional data using the Westfall-Young randomization method Biometrika. 95: 621-634. DOI: 10.1093/Biomet/Asn021  0.444
2007 Cardenas-Turanzas M, Freeberg JA, Benedet JL, Atkinson EN, Cox DD, Richards-Kortum R, MacAulay C, Follen M, Cantor SB. The clinical effectiveness of optical spectroscopy for the in vivo diagnosis of cervical intraepithelial neoplasia: where are we? Gynecologic Oncology. 107: S138-46. PMID 17908588 DOI: 10.1016/J.Ygyno.2007.08.082  0.337
2007 Davies KR, Cox DD, Swartz RJ, Cantor SB, Follen M. Inverse decision theory with applications to screening and diagnosis of cervical intraepithelial neoplasia. Gynecologic Oncology. 107: S187-95. PMID 17850855 DOI: 10.1016/J.Ygyno.2007.07.053  0.741
2007 Lee JS, Follen M, MacAulay C, Pikkula B, Serachitopol D, Price R, Cox D. Sources of variability in fluorescence spectroscopic measurements in a Phase II clinical trial of 850 patients. Gynecologic Oncology. 107: S260-9. PMID 17825398 DOI: 10.1016/J.Ygyno.2007.07.012  0.453
2007 Freeberg JA, Serachitopol DM, McKinnon N, Price R, Atkinson EN, Cox DD, MacAulay C, Richards-Kortum R, Follen M, Pikkula B. Fluorescence and reflectance device variability throughout the progression of a phase II clinical trial to detect and screen for cervical neoplasia using a fiber optic probe. Journal of Biomedical Optics. 12: 034015. PMID 17614723 DOI: 10.1117/1.2750332  0.377
2007 Pikkula BM, Shuhatovich O, Price RL, Serachitopol DM, Follen M, McKinnon N, MacAulay C, Richards-Kortum R, Lee JS, Atkinson EN, Cox DD. Instrumentation as a source of variability in the application of fluorescence spectroscopic devices for detecting cervical neoplasia. Journal of Biomedical Optics. 12: 034014. PMID 17614722 DOI: 10.1117/1.2745285  0.452
2007 Pikkula BM, Serachitopol D, MacAulay C, MacKinnon N, Lee JS, Cox D, Atkinson EN, Follen M, Richards-Kortum R. Multicenter clinical trials of in vivo fluorescence: Are the measurements equivalent? Progress in Biomedical Optics and Imaging - Proceedings of Spie. 6430. DOI: 10.1117/12.700765  0.453
2006 Marín NM, MacKinnon N, MacAulay C, Chang SK, Atkinson EN, Cox D, Serachitopol D, Pikkula B, Follen M, Richards-Kortum R. Calibration standards for multicenter clinical trials of fluorescence spectroscopy for in vivo diagnosis. Journal of Biomedical Optics. 11: 014010. PMID 16526887 DOI: 10.1117/1.2166389  0.369
2006 Swartz RJ, Cox DD, Cantor SB, Davies K, Follen M. Inverse decision theory: Characterizing losses for a decision rule with applications in cervical cancer screening Journal of the American Statistical Association. 101: 1-8. DOI: 10.1198/016214505000000998  0.744
2005 Guillaud M, Adler-Storthz K, Malpica A, Staerkel G, Matisic J, Van Niekirk D, Cox D, Poulin N, Follen M, Macaulay C. Subvisual chromatin changes in cervical epithelium measured by texture image analysis and correlated with HPV. Gynecologic Oncology. 99: S16-23. PMID 16188299 DOI: 10.1016/J.Ygyno.2005.07.037  0.325
2005 Lee JS, Shuhatovich O, Price R, Pikkula B, Follen M, McKinnon N, Macaulay C, Knight B, Richards-Kortum R, Cox DD. Design and preliminary analysis of a study to assess intra-device and inter-device variability of fluorescence spectroscopy instruments for detecting cervical neoplasia. Gynecologic Oncology. 99: S98-111. PMID 16188298 DOI: 10.1016/J.Ygyno.2005.07.052  0.413
2005 Swartz RJ, West LA, Boiko I, Malpica A, Guillaud M, Macaulay C, Follen M, Atkinson EN, Cox DD. Classification using the cumulative log-odds in the quantitative pathologic diagnosis of adenocarcinoma of the cervix. Gynecologic Oncology. 99: S24-31. PMID 16185757 DOI: 10.1016/J.Ygyno.2005.07.038  0.7
2005 Malpica A, Matisic JP, Niekirk DV, Crum CP, Staerkel GA, Yamal JM, Guillaud MH, Cox DD, Atkinson EN, Adler-Storthz K, Poulin NM, Macaulay CA, Follen M. Kappa statistics to measure interrater and intrarater agreement for 1790 cervical biopsy specimens among twelve pathologists: qualitative histopathologic analysis and methodologic issues. Gynecologic Oncology. 99: S38-52. PMID 16183106 DOI: 10.1016/J.Ygyno.2005.07.040  0.62
2005 Chang SK, Mirabal YN, Atkinson EN, Cox D, Malpica A, Follen M, Richards-Kortum R. Combined reflectance and fluorescence spectroscopy for in vivo detection of cervical pre-cancer. Journal of Biomedical Optics. 10: 024031. PMID 15910104 DOI: 10.1117/1.1899686  0.36
2004 Guillaud M, Cox D, Malpica A, Staerkel G, Matisic J, Niekirk DV, Adler-Storthz K, Poulin N, Follen M, MacAulay C. Quantitative histopathological analysis of cervical intra-epithelial neoplasia sections: methodological issues. Cellular Oncology. 26: 31-43. PMID 15371655 DOI: 10.1155/2004/238769  0.389
2004 Chiu D, Guillaud M, Cox D, Follen M, MacAulay C. Quality assurance system using statistical process control: an implementation for image cytometry. Cellular Oncology : the Official Journal of the International Society For Cellular Oncology. 26: 101-17. PMID 15371646 DOI: 10.1155/2004/794021  0.335
2004 Yamal JM, Cox D, Hittelman WN, Boiko I, Malpica A, Guillaud M, MacAulay C, Follen M, Vlastos AT. Quantitative histopathology and chromosome 9 polysomy in a clinical trial of 4-HPR. Gynecologic Oncology. 94: 296-306. PMID 15297165 DOI: 10.1016/J.Ygyno.2004.04.030  0.609
2004 Guillaud M, Cox D, Adler-Storthz K, Malpica A, Staerkel G, Matisic J, Van Niekerk D, Poulin N, Follen M, MacAulay C. Exploratory analysis of quantitative histopathology of cervical intraepithelial neoplasia: objectivity, reproducibility, malignancy-associated changes, and human papillomavirus. Cytometry. Part a : the Journal of the International Society For Analytical Cytology. 60: 81-9. PMID 15229860 DOI: 10.1002/Cyto.A.20034  0.342
2003 Swartz R, West L, Boiko I, Malpica A, MacAulay C, Carraro A, Guillaud M, Cox D, Follen M. Use of nuclear morphometry characteristics to distinguish between normal and abnormal cervical glandular histologies. Analytical Cellular Pathology. 25: 193-200. PMID 14501086 DOI: 10.1155/2003/207481  0.716
2003 Brookner C, Utzinger U, Follen M, Richards-Kortum R, Cox D, Atkinson EN. Effects of biographical variables on cervical fluorescence emission spectra. Journal of Biomedical Optics. 8: 479-83. PMID 12880354 DOI: 10.1117/1.1578642  0.372
2003 Whitney P, Cox D, Daly D, Sloughter JM. Toward the Routine Analysis of Diverse Data Types Journal of Computational and Graphical Statistics. 12: 915-926. DOI: 10.1198/1061860032535_A  0.306
2002 Macaulay C, Richards-Kortum R, Utzinger U, Fedyk A, Atkinson E, Cox D, Follen M. Variation of fluorescence spectroscopy during the menstrual cycle. Optics Express. 10: 493-504. PMID 19436387 DOI: 10.1364/Oe.10.000493  0.305
2002 West LA, Swartz R, Cox D, Boiko IV, Malpica A, MacAulay C, Follen M. Cytometric features of cell nuclei of adenocarcinoma in situ and invasive adenocarcinoma of the cervix. American Journal of Obstetrics and Gynecology. 187: 1566-1573. PMID 12501065 DOI: 10.1067/Mob.2002.127906  0.706
2002 Chang SK, Follen M, Malpica A, Utzinger U, Staerkel G, Cox D, Atkinson EN, MacAulay C, Richards-Kortum R. Optimal excitation wavelengths for discrimination of cervical neoplasia. Ieee Transactions On Bio-Medical Engineering. 49: 1102-11. PMID 12374334 DOI: 10.1109/Tbme.2002.803597  0.362
2001 Cox DD, Park JS, Singer CE. A statistical method for tuning a computer code to a data base Computational Statistics and Data Analysis. 37: 77-92. DOI: 10.1016/S0167-9473(00)00057-8  0.307
1998 Raghavan N, Cox DD. Analysis of the posterior for spline estimators in logistic regression Journal of Statistical Planning and Inference. 71: 117-136. DOI: 10.1016/S0378-3758(98)00085-8  0.337
1996 Cox DD, Sullivan F. Penalized Likelihood-type Estimators for Generalized Nonparametric Regression Journal of Multivariate Analysis. 56: 185-206. DOI: 10.1006/Jmva.1996.0010  0.316
1995 Cox DD, Kim TY. Moment bounds for mixing random variables useful in nonparametric function estimation Stochastic Processes and Their Applications. 56: 151-158. DOI: 10.1016/0304-4149(94)00063-Y  0.305
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