Literature DB >> 9639133

Receiver operating characteristic (ROC) analysis: basic principles and applications in radiology.

A R van Erkel1, P M Pattynama.   

Abstract

Receiver operating characteristic (ROC) analysis is a widely accepted method for analyzing and comparing the diagnostic accuracy of radiological tests. In this paper we will explain the basic principles underlying ROC analysis and provide practical information on the use and interpretation of ROC curves. The major applications of ROC analysis will be discussed and their limitations will be addressed.

Mesh：

Year:  1998        PMID： 9639133     DOI： 10.1016/s0720-048x(97)00157-5

Source DB:  PubMed          Journal:  Eur J Radiol        ISSN： 0720-048X            Impact factor:   3.528


  50 in total

1.  Visually lossless threshold determination for microcalcification detection in wavelet compressed mammograms.

Authors:  O Kocsis; L Costaridou; L Varaki; E Likaki; C Kalogeropoulou; S Skiadopoulos; G Panayiotakis
Journal:  Eur Radiol       Date:  2003-02-15       Impact factor: 5.315

Review 2.  Diagnostic imaging--evaluating image quality using visual grading characteristic (VGC) analysis.

Authors:  Eberhard Ludewig; Andreas Richter; Mairi Frame
Journal:  Vet Res Commun       Date:  2010-05-12       Impact factor: 2.459

3.  Assessing heterogeneity of lesion enhancement kinetics in dynamic contrast-enhanced MRI for breast cancer diagnosis.

Authors:  A Karahaliou; K Vassiou; N S Arikidis; S Skiadopoulos; T Kanavou; L Costaridou
Journal:  Br J Radiol       Date:  2010-04       Impact factor: 3.039

Review 4.  Neonatal disease severity scoring systems.

Authors:  J S Dorling; D J Field; B Manktelow
Journal:  Arch Dis Child Fetal Neonatal Ed       Date:  2005-01       Impact factor: 5.747

5.  Evaluating the effect of a wavelet enhancement method in characterization of simulated lesions embedded in dense breast parenchyma.

Authors:  L Costaridou; S Skiadopoulos; P Sakellaropoulos; E Likaki; C P Kalogeropoulou; G Panayiotakis
Journal:  Eur Radiol       Date:  2005-02-09       Impact factor: 5.315

6.  Coagulation Parameter Thresholds Associated with Non-Bleeding in the Eighth Hour of Adult Cardiac Surgical Post-Cardiotomy Extracorporeal Membrane Oxygenation.

Authors:  Jeffrey B Riley; Gregory J Schears; Gregory A Nuttall; William C Oliver; Mark H Ereth; Joseph A Dearani
Journal:  J Extra Corpor Technol       Date:  2016-06

7.  3D shape analysis to reduce false positives for lung nodule detection systems.

Authors:  Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassú Nunes; Marcelo Gattass
Journal:  Med Biol Eng Comput       Date:  2016-10-17       Impact factor: 2.602

8.  Computer-aided diagnosis system for lung nodules based on computed tomography using shape analysis, a genetic algorithm, and SVM.

Authors:  Antonio Oseas de Carvalho Filho; Aristófanes Corrêa Silva; Anselmo Cardoso de Paiva; Rodolfo Acatauassú Nunes; Marcelo Gattass
Journal:  Med Biol Eng Comput       Date:  2016-10-03       Impact factor: 2.602

Review 9.  Non-invasive diagnosis of liver fibrosis in chronic hepatitis C.

Authors:  Leonardo de Lucca Schiavon; Janaína Luz Narciso-Schiavon; Roberto José de Carvalho-Filho
Journal:  World J Gastroenterol       Date:  2014-03-21       Impact factor: 5.742

10.  Quantitative visually lossless compression ratio determination of JPEG2000 in digitized mammograms.

Authors:  Verislav T Georgiev; Anna N Karahaliou; Spyros G Skiadopoulos; Nikos S Arikidis; Alexandra D Kazantzi; George S Panayiotakis; Lena I Costaridou
Journal:  J Digit Imaging       Date:  2013-06       Impact factor: 4.056
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