Class information for:
Level 2: ROC CURVE//VERIFICATION BIAS//DIAGNOSTIC TESTS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
2582 3658 25.0 57%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
9 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//COMPUTER SCIENCE, INFORMATION SYSTEMS 1247339
34 3       STATISTICS & PROBABILITY//STAT//COMMUNICATIONS IN STATISTICS-THEORY AND METHODS 105938
2582 2             ROC CURVE//VERIFICATION BIAS//DIAGNOSTIC TESTS 3658
10524 1                   ROC CURVE//YOUDEN INDEX//THREE CLASS CLASSIFICATION 1056
13048 1                   SUMMARY ROC CURVE//EVIDENCE BASED RADIOLOGY//DIAGNOSTIC ACCURACY STUDY 864
14137 1                   COHENS KAPPA//CONCORDANCE CORRELATION COEFFICIENT//TOTAL DEVIATION INDEX 790
18034 1                   VERIFICATION BIAS//PARTIAL VERIFICATION//PASS FAIL INSPECTION 570
22543 1                   DEALE//MEDICAL DECISION MAKING//BIOCHEMISTRY TEST REQUESTING PATTERNS 378

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ROC CURVE authKW 358696 6% 20% 220
2 VERIFICATION BIAS authKW 323963 1% 76% 51
3 DIAGNOSTIC TESTS authKW 276654 7% 14% 240
4 COHENS KAPPA authKW 169213 1% 52% 39
5 CONCORDANCE CORRELATION COEFFICIENT authKW 151299 1% 58% 31
6 TOTAL DEVIATION INDEX authKW 142314 0% 95% 18
7 YOUDEN INDEX authKW 139190 1% 60% 28
8 STATISTICS IN MEDICINE journal 128241 9% 5% 332
9 SPECIFICITY authKW 127569 8% 5% 292
10 MEDICAL DECISION MAKING journal 113817 4% 9% 156

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with term
in class
1 Medical Informatics 68786 17% 1% 621
2 Statistics & Probability 60604 31% 1% 1151
3 Mathematical & Computational Biology 38303 19% 1% 692
4 Health Care Sciences & Services 13531 13% 0% 488
5 Psychology, Mathematical 6720 3% 1% 116
6 Public, Environmental & Occupational Health 5168 16% 0% 598
7 Radiology, Nuclear Medicine & Medical Imaging 2928 12% 0% 439
8 Medicine, Research & Experimental 2204 10% 0% 372
9 Social Sciences, Mathematical Methods 1000 2% 0% 80
10 Medicine, General & Internal 844 9% 0% 315

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 UNIT METHODOL STAT 82960 0% 76% 13
2 SCREENING DIAGNOST TEST EVALUAT PROGRAM 22252 0% 67% 4
3 PSYCHOMETR METHODOL GRP 18962 0% 45% 5
4 BISRG 16691 0% 100% 2
5 GRP BLOOD TRANSFUS SECUR 16691 0% 100% 2
6 JJN3 16691 0% 100% 2
7 JOHN H AMMON MED EDUC 16691 0% 100% 2
8 MED SOCIAL FMRP 16691 0% 100% 2
9 OFF SCI TECHNOL HFZ 142 16691 0% 100% 2
10 OFF SURVEILLANCE BIOMETR HFZ 542 16691 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 STATISTICS IN MEDICINE 128241 9% 5% 332
2 MEDICAL DECISION MAKING 113817 4% 9% 156
3 ACADEMIC RADIOLOGY 43414 4% 4% 142
4 BIOMETRICS 34070 4% 3% 136
5 JOURNAL OF CLINICAL EPIDEMIOLOGY 26891 3% 3% 123
6 STATISTICAL METHODS IN MEDICAL RESEARCH 17150 1% 5% 39
7 JOURNAL OF BIOPHARMACEUTICAL STATISTICS 13814 1% 4% 39
8 PREVENTIVE VETERINARY MEDICINE 13172 2% 2% 76
9 BIOMETRICAL JOURNAL 11753 2% 2% 58
10 BIOSTATISTICS 11710 1% 4% 33

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 ROC CURVE 358696 6% 20% 220 Search ROC+CURVE Search ROC+CURVE
2 VERIFICATION BIAS 323963 1% 76% 51 Search VERIFICATION+BIAS Search VERIFICATION+BIAS
3 DIAGNOSTIC TESTS 276654 7% 14% 240 Search DIAGNOSTIC+TESTS Search DIAGNOSTIC+TESTS
4 COHENS KAPPA 169213 1% 52% 39 Search COHENS+KAPPA Search COHENS+KAPPA
5 CONCORDANCE CORRELATION COEFFICIENT 151299 1% 58% 31 Search CONCORDANCE+CORRELATION+COEFFICIENT Search CONCORDANCE+CORRELATION+COEFFICIENT
6 TOTAL DEVIATION INDEX 142314 0% 95% 18 Search TOTAL+DEVIATION+INDEX Search TOTAL+DEVIATION+INDEX
7 YOUDEN INDEX 139190 1% 60% 28 Search YOUDEN+INDEX Search YOUDEN+INDEX
8 SPECIFICITY 127569 8% 5% 292 Search SPECIFICITY Search SPECIFICITY
9 BINORMAL MODEL 102231 0% 88% 14 Search BINORMAL+MODEL Search BINORMAL+MODEL
10 THREE CLASS CLASSIFICATION 100148 0% 100% 12 Search THREE+CLASS+CLASSIFICATION Search THREE+CLASS+CLASSIFICATION

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 COLLINS, J , HUYNH, M , (2014) ESTIMATION OF DIAGNOSTIC TEST ACCURACY WITHOUT FULL VERIFICATION: A REVIEW OF LATENT CLASS METHODS.STATISTICS IN MEDICINE. VOL. 33. ISSUE 24. P. 4141 -4169 162 67% 12
2 WAGNER, RF , METZ, CE , CAMPBELL, G , (2007) ASSESSMENT OF MEDICAL IMAGING SYSTEMS AND COMPUTER AIDS: A TUTORIAL REVIEW.ACADEMIC RADIOLOGY. VOL. 14. ISSUE 6. P. 723 -748 58 82% 75
3 SHAPIRO, DE , (1999) THE INTERPRETATION OF DIAGNOSTIC TESTS.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 8. ISSUE 2. P. 113 -134 60 94% 160
4 NAKAS, CT , (2014) DEVELOPMENTS IN ROC SURFACE ANALYSIS AND ASSESSMENT OF DIAGNOSTIC MARKERS IN THREE-CLASS CLASSIFICATION PROBLEMS.REVSTAT-STATISTICAL JOURNAL. VOL. 12. ISSUE 1. P. 43-65 53 77% 1
5 ZOU, KH , O'MALLEY, AJ , MAURI, L , (2007) RECEIVER-OPERATING CHARACTERISTIC ANALYSIS FOR EVALUATING DIAGNOSTIC TESTS AND PREDICTIVE MODELS.CIRCULATION. VOL. 115. ISSUE 5. P. 654-657 33 92% 322
6 ROBIN, X , TURCK, N , HAINARD, A , TIBERTI, N , LISACEK, F , SANCHEZ, JC , MULLER, M , (2011) PROC: AN OPEN-SOURCE PACKAGE FOR R AND S PLUS TO ANALYZE AND COMPARE ROC CURVES.BMC BIOINFORMATICS. VOL. 12. ISSUE . P. - 18 75% 1023
7 GONCALVES, L , SUBTIL, A , OLIVEIRA, MR , BERMUDEZ, PD , (2014) ROC CURVE ESTIMATION: AN OVERVIEW.REVSTAT-STATISTICAL JOURNAL. VOL. 12. ISSUE 1. P. 1-20 41 89% 2
8 BARNHART, HX , HABER, MJ , LIN, LI , (2007) AN OVERVIEW ON ASSESSING AGREEMENT WITH CONTINUOUS MEASUREMENTS.JOURNAL OF BIOPHARMACEUTICAL STATISTICS. VOL. 17. ISSUE 4. P. 529 -569 48 72% 105
9 ALEMAYEHU, D , ZOU, KH , (2012) APPLICATIONS OF ROC ANALYSIS IN MEDICAL RESEARCH: RECENT DEVELOPMENTS AND FUTURE DIRECTIONS.ACADEMIC RADIOLOGY. VOL. 19. ISSUE 12. P. 1457 -1464 49 69% 16
10 FENG, GC , (2013) FACTORS AFFECTING INTERCODER RELIABILITY: A MONTE CARLO EXPERIMENT.QUALITY & QUANTITY. VOL. 47. ISSUE 5. P. 2959-2982 38 88% 6

Classes with closest relation at Level 2


Rank Class id link
1 1009 EVIDENCE BASED MEDICINE//PUBLICATION BIAS//RESEARCH SYNTHESIS METHODS
2 819 DIGITAL MAMMOGRAPHY//MEDICAL PHYSICS//MAMMOGRAPHY
3 319 STATISTICS & PROBABILITY//STATISTICS IN MEDICINE//BIOMETRICS
4 1821 JOURNAL OF DIGITAL IMAGING//PACS//JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY
5 3439 SYSTEMAL METHOD//NEURAL NETWORKS COMPUTER//THEORY MED
6 1075 ADAPTIVE DESIGN//STATISTICS IN MEDICINE//STATISTICS & PROBABILITY
7 3220 AMERICAN STATISTICIAN//STATISTICAL EDUCATION//STATISTICS EDUCATION
8 2897 TRANSIENT ELASTOGRAPHY//LIVER STIFFNESS//FIBROSCAN
9 2331 STATISTICS & PROBABILITY//ORDER RESTRICTED INFERENCE//ORDERED ALTERNATIVES
10 2521 TELEPATHOLOGY//VIRTUAL MICROSCOPY//VIRTUAL SLIDE

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