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Results: 1 to 20 of 85

1.

The three-class ideal observer for univariate normal data: Decision variable and ROC surface properties.

Edwards DC, Metz CE.

J Math Psychol. 2012 Aug 1;56(4):256-273. Epub 2012 Jun 20.

PMID:
23162165
[PubMed]
Free PMC Article
2.

Performance analysis of three-class classifiers: properties of a 3-D ROC surface and the normalized volume under the surface for the ideal observer.

Sahiner B, Chan HP, Hadjiiski LM.

IEEE Trans Med Imaging. 2008 Feb;27(2):215-27. doi: 10.1109/TMI.2007.905822.

PMID:
18334443
[PubMed - indexed for MEDLINE]
Free PMC Article
3.

Ideal observers and optimal ROC hypersurfaces in N-class classification.

Edwards DC, Metz CE, Kupinski MA.

IEEE Trans Med Imaging. 2004 Jul;23(7):891-5.

PMID:
15250641
[PubMed - indexed for MEDLINE]
Free PMC Article
4.

The hypervolume under the ROC hypersurface of "near-guessing" and "near-perfect" observers in N-class classification tasks.

Edwards DC, Metz CE, Nishikawa RM.

IEEE Trans Med Imaging. 2005 Mar;24(3):293-9.

PMID:
15754980
[PubMed - indexed for MEDLINE]
5.

Three-class ROC analysis--the equal error utility assumption and the optimality of three-class ROC surface using the ideal observer.

He X, Frey EC.

IEEE Trans Med Imaging. 2006 Aug;25(8):979-86.

PMID:
16894992
[PubMed - indexed for MEDLINE]
6.

Three-class ROC analysis--a decision theoretic approach under the ideal observer framework.

He X, Metz CE, Tsui BM, Links JM, Frey EC.

IEEE Trans Med Imaging. 2006 May;25(5):571-81.

PMID:
16689261
[PubMed - indexed for MEDLINE]
7.

Estimating three-class ideal observer decision variables for computerized detection and classification of mammographic mass lesions.

Edwards DC, Lan L, Metz CE, Giger ML, Nishikawa RM.

Med Phys. 2004 Jan;31(1):81-90.

PMID:
14761024
[PubMed - indexed for MEDLINE]
8.

Restrictions on the three-class ideal observer's decision boundary lines.

Edwards DC, Metz CE.

IEEE Trans Med Imaging. 2005 Dec;24(12):1566-73.

PMID:
16350917
[PubMed - indexed for MEDLINE]
9.

Optimization of restricted ROC surfaces in three-class classification tasks.

Edwards DC, Metz CE.

IEEE Trans Med Imaging. 2007 Oct;26(10):1345-56.

PMID:
17948725
[PubMed - indexed for MEDLINE]
10.

Validation of Monte Carlo estimates of three-class ideal observer operating points for normal data.

Edwards DC.

Acad Radiol. 2013 Jul;20(7):908-14. doi: 10.1016/j.acra.2013.04.002.

PMID:
23747155
[PubMed - indexed for MEDLINE]
Free PMC Article
11.

An optimal three-class linear observer derived from decision theory.

He X, Frey EC.

IEEE Trans Med Imaging. 2007 Jan;26(1):77-83.

PMID:
17243586
[PubMed - indexed for MEDLINE]
12.

Decision strategies that maximize the area under the LROC curve.

Khurd P, Gindi G.

IEEE Trans Med Imaging. 2005 Dec;24(12):1626-36.

PMID:
16353373
[PubMed - indexed for MEDLINE]
13.

Three-class ROC analysis--toward a general decision theoretic solution.

He X, Gallas BD, Frey EC.

IEEE Trans Med Imaging. 2010 Jan;29(1):206-15. doi: 10.1109/TMI.2009.2034516. Epub 2009 Oct 30.

PMID:
19884079
[PubMed - indexed for MEDLINE]
Free PMC Article
14.

Ideal observer approximation using Bayesian classification neural networks.

Kupinski MA, Edwards DC, Giger ML, Metz CE.

IEEE Trans Med Imaging. 2001 Sep;20(9):886-99.

PMID:
11585206
[PubMed - indexed for MEDLINE]
15.

The validity of three-class Hotelling trace (3-HT) in describing three-class task performance: comparison of three-class volume under ROC surface (VUS) and 3-HT.

He X, Frey EC.

IEEE Trans Med Imaging. 2009 Feb;28(2):185-93. doi: 10.1109/TMI.2008.928919.

PMID:
19188107
[PubMed - indexed for MEDLINE]
Free PMC Article
16.

Multiple classification and receiver operating characteristic (ROC) analysis.

Steinbach WR, Richter K.

Med Decis Making. 1987 Oct-Dec;7(4):234-7.

PMID:
3683110
[PubMed - indexed for MEDLINE]
17.

Efficient estimation of ideal-observer performance in classification tasks involving high-dimensional complex backgrounds.

Park S, Clarkson E.

J Opt Soc Am A Opt Image Sci Vis. 2009 Nov;26(11):B59-71. doi: 10.1364/JOSAA.26.000B59.

PMID:
19884916
[PubMed - indexed for MEDLINE]
Free PMC Article
18.

Evaluation of partial classification algorithms using ROC curves.

Tusch G.

Medinfo. 1995;8 Pt 2:904-8.

PMID:
8591580
[PubMed - indexed for MEDLINE]
19.

A novel hybrid linear/nonlinear classifier for two-class classification: theory, algorithm, and applications.

Chen W, Metz CE, Giger ML, Drukker K.

IEEE Trans Med Imaging. 2010 Feb;29(2):428-41. doi: 10.1109/TMI.2009.2033596. Epub 2009 Oct 9.

PMID:
19822471
[PubMed - indexed for MEDLINE]
20.

Ideal AFROC and FROC observers.

Khurd P, Liu B, Gindi G.

IEEE Trans Med Imaging. 2010 Feb;29(2):375-86. doi: 10.1109/TMI.2009.2031840.

PMID:
20129845
[PubMed - indexed for MEDLINE]

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