Class information for:
Level 1: MAMMOGRAM//COMPUTER AIDED DIAGNOSIS//COMPUTER AIDED DETECTION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
6948 1425 30.2 63%


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
8 4 CARDIAC & CARDIOVASCULAR SYSTEM//PERIPHERAL VASCULAR DISEASES//CARDIOL 1276458
129 3       CARDIAC & CARDIOVASCULAR SYSTEM//RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING//JOURNAL OF NUCLEAR CARDIOLOGY 67226
819 2             DIGITAL MAMMOGRAPHY//MEDICAL PHYSICS//MAMMOGRAPHY 11923
6948 1                   MAMMOGRAM//COMPUTER AIDED DIAGNOSIS//COMPUTER AIDED DETECTION 1425

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 MAMMOGRAM authKW 1096955 9% 40% 129
2 COMPUTER AIDED DIAGNOSIS authKW 822150 14% 19% 202
3 COMPUTER AIDED DETECTION authKW 680830 8% 29% 108
4 MAMMOGRAPHY authKW 678678 25% 9% 359
5 MICROCALCIFICATIONS authKW 539564 7% 25% 100
6 CLUSTERED MICROCALCIFICATIONS authKW 515062 2% 96% 25
7 MASS DETECTION authKW 380911 3% 48% 37
8 DIGITAL MAMMOGRAMS authKW 363421 1% 81% 21
9 MICROCALCIFICATION DETECTION authKW 322658 1% 94% 16
10 BREAST MASSES authKW 270913 2% 45% 28

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 Radiology, Nuclear Medicine & Medical Imaging 30743 56% 0% 804
2 Engineering, Biomedical 12826 24% 0% 342
3 Medical Informatics 6696 9% 0% 122
4 Imaging Science & Photographic Technology 6596 10% 0% 139
5 Computer Science, Artificial Intelligence 4503 15% 0% 215
6 Computer Science, Interdisciplinary Applications 3738 14% 0% 203
7 Mathematical & Computational Biology 1238 6% 0% 81
8 Computer Science, Theory & Methods 1218 9% 0% 123
9 Engineering, Electrical & Electronic 595 14% 0% 203
10 Computer Science, Information Systems 216 4% 0% 54

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 KURT ROSSMANN S RADIOL IMAGE 159327 2% 25% 30
2 DIGITAL ADV IMAGING S 107133 0% 100% 5
3 COMM MED PHYS 69411 1% 36% 9
4 MED INFORMAT SECT 68564 0% 80% 4
5 INTERDISCIPLINARY ONCOL RADIOL 64280 0% 100% 3
6 PL COMP GRP NCA 64274 0% 50% 6
7 PATTERN CLASSIFICAT IMAGE ANAL GRP 42853 0% 100% 2
8 GRETMAT 38566 0% 60% 3
9 COMPUMAINE 28568 0% 67% 2
10 COMPUTAT OM 28568 0% 67% 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 JOURNAL OF DIGITAL IMAGING 54355 4% 4% 62
2 MEDICAL PHYSICS 47413 11% 1% 158
3 ACADEMIC RADIOLOGY 33689 5% 2% 78
4 IEEE TRANSACTIONS ON MEDICAL IMAGING 29197 5% 2% 72
5 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 16473 2% 2% 33
6 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 12738 2% 2% 32
7 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 9400 1% 2% 20
8 COMPUTERS IN BIOLOGY AND MEDICINE 8954 2% 1% 35
9 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 4593 2% 1% 27
10 JOURNAL OF MEDICAL SYSTEMS 4097 1% 1% 18

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 MAMMOGRAM 1096955 9% 40% 129 Search MAMMOGRAM Search MAMMOGRAM
2 COMPUTER AIDED DIAGNOSIS 822150 14% 19% 202 Search COMPUTER+AIDED+DIAGNOSIS Search COMPUTER+AIDED+DIAGNOSIS
3 COMPUTER AIDED DETECTION 680830 8% 29% 108 Search COMPUTER+AIDED+DETECTION Search COMPUTER+AIDED+DETECTION
4 MAMMOGRAPHY 678678 25% 9% 359 Search MAMMOGRAPHY Search MAMMOGRAPHY
5 MICROCALCIFICATIONS 539564 7% 25% 100 Search MICROCALCIFICATIONS Search MICROCALCIFICATIONS
6 CLUSTERED MICROCALCIFICATIONS 515062 2% 96% 25 Search CLUSTERED+MICROCALCIFICATIONS Search CLUSTERED+MICROCALCIFICATIONS
7 MASS DETECTION 380911 3% 48% 37 Search MASS+DETECTION Search MASS+DETECTION
8 DIGITAL MAMMOGRAMS 363421 1% 81% 21 Search DIGITAL+MAMMOGRAMS Search DIGITAL+MAMMOGRAMS
9 MICROCALCIFICATION DETECTION 322658 1% 94% 16 Search MICROCALCIFICATION+DETECTION Search MICROCALCIFICATION+DETECTION
10 BREAST MASSES 270913 2% 45% 28 Search BREAST+MASSES Search BREAST+MASSES

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 OLIVER, A , FREIXENET, J , MARTI, J , PEREZ, E , PONT, J , DENTON, ERE , ZWIGGELAAR, R , (2010) A REVIEW OF AUTOMATIC MASS DETECTION AND SEGMENTATION IN MAMMOGRAPHIC IMAGES.MEDICAL IMAGE ANALYSIS. VOL. 14. ISSUE 2. P. 87 -110 138 86% 112
2 ELTER, M , HORSCH, A , (2009) CADX OF MAMMOGRAPHIC MASSES AND CLUSTERED MICROCALCIFICATIONS: A REVIEW.MEDICAL PHYSICS. VOL. 36. ISSUE 6. P. 2052 -2068 121 90% 68
3 NITHYA, R , SANTHI, B , (2015) COMPUTER AIDED DIAGNOSIS SYSTEM FOR MAMMOGRAM ANALYSIS: A SURVEY.JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. VOL. 5. ISSUE 4. P. 653 -674 108 82% 3
4 TANG, JS , RANGAYYAN, RM , XU, J , EL NAQA, I , YANG, YY , (2009) COMPUTER-AIDED DETECTION AND DIAGNOSIS OF BREAST CANCER WITH MAMMOGRAPHY: RECENT ADVANCES.IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE. VOL. 13. ISSUE 2. P. 236 -251 80 80% 125
5 GIGER, ML , CHAN, HP , BOONE, J , (2008) ANNIVERSARY PAPER: HISTORY AND STATUS OF CAD AND QUANTITATIVE IMAGE ANALYSIS: THE ROLE OF MEDICAL PHYSICS AND AAPM.MEDICAL PHYSICS. VOL. 35. ISSUE 12. P. 5799 -5820 134 42% 59
6 BAZZOCCHI, M , MAZZARELLA, F , DEL FRATE, C , GIROMETTI, R , ZUIANI, C , (2007) CAD SYSTEMS FOR MAMMOGRAPHY: A REAL OPPORTUNITY? A REVIEW OF THE LITERATURE.RADIOLOGIA MEDICA. VOL. 112. ISSUE 3. P. 329-353 56 81% 20
7 CHENG, HD , SHI, XJ , MIN, R , HU, LM , CAI, XR , DU, HN , (2006) APPROACHES FOR AUTOMATED DETECTION AND CLASSIFICATION OF MASSES IN MAMMOGRAMS.PATTERN RECOGNITION. VOL. 39. ISSUE 4. P. 646 -668 63 59% 170
8 SALMERI, M , ANCONA, A , MANGERI, F , PEPE, ML , RANGAYYAN, RM , CASTI, P , MENCATTINI, A , (2016) CONTOUR-INDEPENDENT DETECTION AND CLASSIFICATION OF MAMMOGRAPHIC LESIONS.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 25. ISSUE . P. 165 -177 39 95% 0
9 AZAVEDO, E , ZACKRISSON, S , MEJARE, I , ARNLIND, MH , (2012) IS SINGLE READING WITH COMPUTER-AIDED DETECTION (CAD) AS GOOD AS DOUBLE READING IN MAMMOGRAPHY SCREENING? A SYSTEMATIC REVIEW.BMC MEDICAL IMAGING. VOL. 12. ISSUE . P. - 47 81% 9
10 NISHIKAWA, RM , SCHMIDT, RA , LINVER, MN , EDWARDS, AV , PAPAIOANNOU, J , STULL, MA , (2012) CLINICALLY MISSED CANCER: HOW EFFECTIVELY CAN RADIOLOGISTS USE COMPUTER-AIDED DETECTION?.AMERICAN JOURNAL OF ROENTGENOLOGY. VOL. 198. ISSUE 3. P. 708 -716 41 91% 9

Classes with closest relation at Level 1


Rank Class id link
1 21201 KURT ROSSMANN S RADIOL IMAGE//TEMPORAL SUBTRACTION//CHEST RADIOGRAPHY
2 8943 DIGITAL MAMMOGRAPHY//AVERAGE GLANDULAR DOSE//MAMMOGRAPHY
3 10524 ROC CURVE//YOUDEN INDEX//THREE CLASS CLASSIFICATION
4 925 MAMMOGRAPHY//INTERVAL CANCER//MAMMOGRAPHY SCREENING
5 12715 DIGITAL BREAST TOMOSYNTHESIS//TOMOSYNTHESIS//BREAST TOMOSYNTHESIS
6 21488 MED S 3170//SATISFACTION OF SEARCH//OBSERVER PERFORMANCE
7 7865 MAMMOGRAPHIC DENSITY//BREAST DENSITY//MAMMOGRAPHIC BREAST DENSITY
8 7967 BREAST ULTRASOUND//BREAST NEOPLASMS US//BREAST SONOGRAPHY
9 16684 DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES
10 13365 NEURAL NETWORKS COMPUTER//GENERAL EEG METHODOLOGY//PROGRAMA POS INFORMAT SAUDE

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