160
Views
9
CrossRef citations to date
0
Altmetric
Articles

Improving the biomarker diagnostic capacity via functional transformations

, &
Pages 1550-1566 | Received 17 Nov 2017, Accepted 27 Nov 2018, Published online: 06 Dec 2018

References

  • T. Devlin and B. Weeks, Spline Functions for Logistic Regression Modeling, Proceedings of the 11th Annual SAS Users Group International Conference, SAS Institute Inc., Cary, NC, 1986, pp. 646–651.
  • P. Du and L. Tang, Transformation-invariant and nonparametric monotone smooth estimation of ROC curves, Stat. Med. 28 (2009), pp. 349–359. doi: 10.1002/sim.3465
  • D. Faraggi and B. Reiser, Estimation of the area under the ROC curve, Stat. Med. 21 (2002), pp. 3093–3106. doi: 10.1002/sim.1228
  • J. Fernández-Martín, P. Martínez-Camblor, M. Dionisi, J. Floege, M. Ketteler, G. London, F. Locatelli, J. Gorriz, B. Rutkowski, A. Ferreira, W.J. Bos, A. Covic, M. Rodríguez-García, J. Sánchez, D. Rodríguez-Puyol and J. Cannata-Andia, Improvement of mineral and bone metabolism markers is associated with better survival in haemodialysis patients: The COSMOS study, Nephrol. Dial. Transpl. 30 (2015), pp. 1542–1551. doi: 10.1093/ndt/gfv099
  • M. Hansen and C. Kooperberg, Spline adaptation in extended linear models (with comments and a rejoinder by the authors, Stat. Sci. 17 (2002), pp. 2–51. doi: 10.1214/ss/1023798997
  • N. Johnson, Advantages to transforming the receiver operating characteristic (ROC) curve into likelihood ratio co-ordinates, Stat. Med. 23 (2004), pp. 2257–2266. doi: 10.1002/sim.1835
  • H. Kauppi, The generalized receiver operating characteristic curve, Aboa Centre for Economics, Discussion paper 114 (2016), pp. 1–50.
  • J. Li and J. Fine, Weighted area under the receiver operating characteristic curve and its application to gene selection, J. R. Stat. Soc.: Ser. C (Applied Statistics) 59 (2010), pp. 673–692.
  • M. López-Ratón, Optimal cutoff points for classification in diagnostic studies: New contributions and software developments, PhD Dissertation, Universidade de Santiago de Compostela, Galicia, Spain, 2016.
  • P. Martínez-Camblor, On the paper: ‘Notes on the overlap measure as an alternative to the Youden index: How are they related?’, Stat. Med. 37 (2018), pp. 1222–1224. doi: 10.1002/sim.7517
  • P. Martínez-Camblor, N. Corral, C. Rey, J. Pascual and E. Cernuda-Morollón, Receiver operating characteristic curve generalization for non-monotone relationships, Stat. Methods. Med. Res. 26 (2017), pp. 113–123. doi: 10.1177/0962280214541095
  • P. Martínez-Camblor and J. Pardo-Fernández, Parametric estimates for the receiver operating characteristic curve generalization for non-monotone relationships, Stat. Meth. Med. Res. Accep. (2017), pp. 1–20.
  • P. Martínez-Camblor, Area under the ROC curve comparison in the presence of missing data, J. Korean. Stat. Soc. 42 (2013), pp. 431–442. doi: 10.1016/j.jkss.2013.01.004
  • R. Mayeux, Biomarkers: Potential uses and limitations, NeuroRX 1 (2004), pp. 182–188. doi: 10.1602/neurorx.1.2.182
  • M. McIntosh and M. Pepe, Combining several screening tests: Optimality of the risk score, Biometrics 58 (2002), pp. 657–664. http://dx.doi.org/10.1111/j.0006-341X.2002.00657.x.
  • M. Pepe, R. Etzioni, Z. Feng, J.D. Potter, M. Thompson, M. Thornquist, M. Winget and Y. Yasui, Phases of biomarker development for early detection of cancer, JNCI: Journal of the National Cancer Institute 93 (2001), pp. 1054–1061. doi: 10.1093/jnci/93.14.1054
  • M. Pepe, G. Longton, G. Anderson and M. Schummer, Selecting differentially expressed genes from microarray experiments, Biometrics 59 (2003), pp. 133–142. doi: 10.1111/1541-0420.00016
  • W. Youden, Index for rating diagnostic tests, Cancer 3 (1950), pp. 32–35. doi: 10.1002/1097-0142(1950)3:1<32::AID-CNCR2820030106>3.0.CO;2-3
  • X. Zhou, N. Obuchowski and D. McClish, Statistical Methods in Diagnostic Medicine, Wiley Blackwell, New York, 2002.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.