SIGNAL DETECTABILITY - THE USE OF ROC CURVES AND THEIR ANALYSES

被引:208
作者
CENTOR, RM
机构
[1] Division of General Internal Medicine, Department of Internal Medicine, Medical College of Virginia, Virginia Commonwealth University, Richmond, Virginia
关键词
D O I
10.1177/0272989X9101100205
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Issues related to ROC curves are addressed. The original article on the subject by Lee Lusted, describing the "state of the art" 20 years ago, is reviewed. The concepts that Lusted addressed are then expanded, suggesting the current state of the art. New issues that have arisen with regard to ROC curves and their use in medicine are addressed. Finally, potential areas for future investigation are suggested.
引用
收藏
页码:102 / 106
页数:5
相关论文
共 32 条
[1]   AREA ABOVE ORDINAL DOMINANCE GRAPH AND AREA BELOW RECEIVER OPERATING CHARACTERISTIC GRAPH [J].
BAMBER, D .
JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1975, 12 (04) :387-415
[2]  
Centor R M, 1985, Med Decis Making, V5, P139, DOI 10.1177/0272989X8500500203
[3]  
CENTOR RM, 1989, SCAMC P, V13, P222
[4]  
CENTOR RM, 1985, SCAMC P, V9, P207
[5]   COMPARING THE AREAS UNDER 2 OR MORE CORRELATED RECEIVER OPERATING CHARACTERISTIC CURVES - A NONPARAMETRIC APPROACH [J].
DELONG, ER ;
DELONG, DM ;
CLARKEPEARSON, DI .
BIOMETRICS, 1988, 44 (03) :837-845
[6]   ROC STEADY - A RECEIVER OPERATING CHARACTERISTIC CURVE THAT IS INVARIANT RELATIVE TO SELECTION BIAS [J].
DIAMOND, GA .
MEDICAL DECISION MAKING, 1987, 7 (04) :238-243
[7]   MAXIMUM-LIKELIHOOD ESTIMATION OF PARAMETERS OF SIGNAL-DETECTION THEORY AND DETERMINATION OF CONFIDENCE INTERVALS - RATING-METHOD DATA [J].
DORFMAN, DD ;
ALF, E .
JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1969, 6 (03) :487-&
[8]   MAXIMUM LIKELIHOOD ESTIMATION OF PARAMETERS OF SIGNAL DETECTION THEORY - A DIRECT SOLUTION [J].
DORFMAN, DD ;
ALF, E .
PSYCHOMETRIKA, 1968, 33 (01) :117-&
[9]   AN EXPONENTIAL MODEL USED FOR OPTIMAL THRESHOLD SELECTION ON ROC CURVES [J].
ENGLAND, WL .
MEDICAL DECISION MAKING, 1988, 8 (02) :120-131
[10]   RECEIVER OPERATOR CHARACTERISTIC (ROC) CURVES AND NONNORMAL DATA - AN EMPIRICAL-STUDY [J].
GODDARD, MJ ;
HINBERG, I .
STATISTICS IN MEDICINE, 1990, 9 (03) :325-337