Class information for:
Level 1: ROC CURVE//YOUDEN INDEX//THREE CLASS CLASSIFICATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
10524 1056 25.5 59%


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

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 879334 18% 16% 185
2 YOUDEN INDEX authKW 354333 2% 51% 24
3 THREE CLASS CLASSIFICATION authKW 346974 1% 100% 12
4 RECEIVER OPERATING CHARACTERISTIC ROC CURVE authKW 328051 4% 28% 40
5 BINORMAL MODEL authKW 305405 1% 81% 13
6 OPTIMAL CUT POINT authKW 291553 1% 92% 11
7 ROC ANALYSIS authKW 282081 7% 13% 73
8 ROC authKW 224566 6% 13% 59
9 ROC SURFACE authKW 212913 1% 82% 9
10 RECEIVER OPERATING CHARACTERISTIC CURVE authKW 211268 5% 13% 56

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 Statistics & Probability 34029 44% 0% 461
2 Medical Informatics 25769 19% 0% 204
3 Mathematical & Computational Biology 20693 26% 0% 272
4 Radiology, Nuclear Medicine & Medical Imaging 2651 20% 0% 213
5 Health Care Sciences & Services 1496 8% 0% 89
6 Public, Environmental & Occupational Health 1027 14% 0% 146
7 Medicine, Research & Experimental 882 12% 0% 124
8 Computer Science, Artificial Intelligence 725 7% 0% 78
9 Computer Science, Interdisciplinary Applications 449 6% 0% 65
10 Psychology, Mathematical 323 1% 0% 14

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 JJN3 57829 0% 100% 2
2 OFF SCI TECHNOL HFZ 142 57829 0% 100% 2
3 OFF SURVEILLANCE BIOMETR HFZ 542 57829 0% 100% 2
4 BIOSTAT EPIDEMIOL WB4 42052 0% 36% 4
5 AFRL COMPASE 28915 0% 100% 1
6 AGUSTIN GOMEZ CAMARA 28915 0% 100% 1
7 ARCHITETTURA COSTRUZ CONSERVAT 28915 0% 100% 1
8 ARMY EDGEWOOD CHEM BIOL ECBC 28915 0% 100% 1
9 BIOINFORMAT MATH COMP PLICAT 28915 0% 100% 1
10 BIOSTAT BIOINFORMATICE 28915 0% 100% 1

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 ACADEMIC RADIOLOGY 92270 11% 3% 111
2 STATISTICS IN MEDICINE 57129 11% 2% 119
3 MEDICAL DECISION MAKING 43823 5% 3% 52
4 BIOSTATISTICS 16476 2% 3% 21
5 BIOMETRICAL JOURNAL 11683 3% 1% 31
6 BIOMETRICS 10730 4% 1% 41
7 STATISTICAL METHODS IN MEDICAL RESEARCH 4726 1% 1% 11
8 JOURNAL OF APPLIED STATISTICS 4333 2% 1% 19
9 STATISTICS IN BIOPHARMACEUTICAL RESEARCH 3401 1% 2% 6
10 COMPUTATIONAL STATISTICS & DATA ANALYSIS 3331 2% 0% 24

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 879334 18% 16% 185 Search ROC+CURVE Search ROC+CURVE
2 YOUDEN INDEX 354333 2% 51% 24 Search YOUDEN+INDEX Search YOUDEN+INDEX
3 THREE CLASS CLASSIFICATION 346974 1% 100% 12 Search THREE+CLASS+CLASSIFICATION Search THREE+CLASS+CLASSIFICATION
4 RECEIVER OPERATING CHARACTERISTIC ROC CURVE 328051 4% 28% 40 Search RECEIVER+OPERATING+CHARACTERISTIC+ROC+CURVE Search RECEIVER+OPERATING+CHARACTERISTIC+ROC+CURVE
5 BINORMAL MODEL 305405 1% 81% 13 Search BINORMAL+MODEL Search BINORMAL+MODEL
6 OPTIMAL CUT POINT 291553 1% 92% 11 Search OPTIMAL+CUT+POINT Search OPTIMAL+CUT+POINT
7 ROC ANALYSIS 282081 7% 13% 73 Search ROC+ANALYSIS Search ROC+ANALYSIS
8 ROC 224566 6% 13% 59 Search ROC Search ROC
9 ROC SURFACE 212913 1% 82% 9 Search ROC+SURFACE Search ROC+SURFACE
10 RECEIVER OPERATING CHARACTERISTIC CURVE 211268 5% 13% 56 Search RECEIVER+OPERATING+CHARACTERISTIC+CURVE Search RECEIVER+OPERATING+CHARACTERISTIC+CURVE

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 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
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 54 76% 75
3 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
4 GONCALVES, L , SUBTIL, A , OLIVEIRA, MR , BERMUDEZ, PD , (2014) ROC CURVE ESTIMATION: AN OVERVIEW.REVSTAT-STATISTICAL JOURNAL. VOL. 12. ISSUE 1. P. 1-20 39 85% 2
5 SHAPIRO, DE , (1999) THE INTERPRETATION OF DIAGNOSTIC TESTS.STATISTICAL METHODS IN MEDICAL RESEARCH. VOL. 8. ISSUE 2. P. 113 -134 48 75% 160
6 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 43 61% 16
7 CHEAM, ASM , MCNICHOLAS, PD , (2016) MODELLING RECEIVER OPERATING CHARACTERISTIC CURVES USING GAUSSIAN MIXTURES.COMPUTATIONAL STATISTICS & DATA ANALYSIS. VOL. 93. ISSUE . P. 192 -208 25 96% 0
8 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 26 72% 322
9 OBUCHOWSKI, NA , (2005) FUNDAMENTALS OF CLINICAL RESEARCH FOR RADIOLOGISTS - ROC ANALYSIS.AMERICAN JOURNAL OF ROENTGENOLOGY. VOL. 184. ISSUE 2. P. 364-372 31 82% 147
10 LASKO, TA , BHAGWAT, JG , ZOU, KH , OHNO-MACHADO, L , (2005) THE USE OF RECEIVER OPERATING CHARACTERISTIC CURVES IN BIOMEDICAL INFORMATICS.JOURNAL OF BIOMEDICAL INFORMATICS. VOL. 38. ISSUE 5. P. 404-415 29 69% 330

Classes with closest relation at Level 1


Rank Class id link
1 18034 VERIFICATION BIAS//PARTIAL VERIFICATION//PASS FAIL INSPECTION
2 21488 MED S 3170//SATISFACTION OF SEARCH//OBSERVER PERFORMANCE
3 13323 EXPLAINED VARIATION//TUFTS CTSI//EXPLAINED RANDOMNESS
4 21201 KURT ROSSMANN S RADIOL IMAGE//TEMPORAL SUBTRACTION//CHEST RADIOGRAPHY
5 15239 IMBALANCED DATASETS//IMBALANCED DATA//CLASS IMBALANCE
6 13048 SUMMARY ROC CURVE//EVIDENCE BASED RADIOLOGY//DIAGNOSTIC ACCURACY STUDY
7 6948 MAMMOGRAM//COMPUTER AIDED DIAGNOSIS//COMPUTER AIDED DETECTION
8 5757 RADIOGRAPHY DIGITAL//DIGITAL RADIOGRAPHY//COMPUTED RADIOGRAPHY
9 24107 RADIAT PL LIFE SCI//VISUALLY LOSSLESS THRESHOLD//MORAN TEST
10 31923 REJECT OPTIONS//REJECT OPTION//CHOWS RULE

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