Class information for:
Level 1: MAMMOGRAPHY//DIGITAL MAMMOGRAMS//MICROCALCIFICATIONS

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
3355 1927 27.5 65%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
541 13962 MEDICAL PHYSICS//RADIATION DOSE//DIGITAL MAMMOGRAMS

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 MAMMOGRAPHY Author keyword 54 11% 25% 489
2 DIGITAL MAMMOGRAMS Author keyword 47 23% 9% 180
3 MICROCALCIFICATIONS Author keyword 23 25% 4% 79
4 COMPUTER AIDED DETECTION Author keyword 23 19% 6% 111
5 COMPUTER AIDED DIAGNOSIS Author keyword 21 11% 10% 191
6 DOUBLE READING Author keyword 21 61% 1% 22
7 DIAGNOSTIC MAMMOGRAPHY Author keyword 18 89% 0% 8
8 MAMMOGRAM Author keyword 16 19% 4% 72
9 CLUSTERED MICROCALCIFICATIONS Author keyword 15 53% 1% 20
10 FULL FIELD DIGITAL MAMMOGRAPHY Author keyword 13 39% 1% 26

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 MAMMOGRAPHY 54 11% 25% 489 Search MAMMOGRAPHY Search MAMMOGRAPHY
2 DIGITAL MAMMOGRAMS 47 23% 9% 180 Search DIGITAL+MAMMOGRAMS Search DIGITAL+MAMMOGRAMS
3 MICROCALCIFICATIONS 23 25% 4% 79 Search MICROCALCIFICATIONS Search MICROCALCIFICATIONS
4 COMPUTER AIDED DETECTION 23 19% 6% 111 Search COMPUTER+AIDED+DETECTION Search COMPUTER+AIDED+DETECTION
5 COMPUTER AIDED DIAGNOSIS 21 11% 10% 191 Search COMPUTER+AIDED+DIAGNOSIS Search COMPUTER+AIDED+DIAGNOSIS
6 DOUBLE READING 21 61% 1% 22 Search DOUBLE+READING Search DOUBLE+READING
7 DIAGNOSTIC MAMMOGRAPHY 18 89% 0% 8 Search DIAGNOSTIC+MAMMOGRAPHY Search DIAGNOSTIC+MAMMOGRAPHY
8 MAMMOGRAM 16 19% 4% 72 Search MAMMOGRAM Search MAMMOGRAM
9 CLUSTERED MICROCALCIFICATIONS 15 53% 1% 20 Search CLUSTERED+MICROCALCIFICATIONS Search CLUSTERED+MICROCALCIFICATIONS
10 FULL FIELD DIGITAL MAMMOGRAPHY 13 39% 1% 26 Search FULL+FIELD+DIGITAL+MAMMOGRAPHY Search FULL+FIELD+DIGITAL+MAMMOGRAPHY

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CLUSTERED MICROCALCIFICATIONS 109 50% 8% 160
2 DIGITAL MAMMOGRAMS 97 28% 15% 290
3 COMPUTER AIDED DETECTION 81 34% 10% 196
4 DIGITIZED MAMMOGRAMS 72 46% 6% 115
5 MAMMOGRAPHY SCREENING 59 18% 15% 295
6 MICROCALCIFICATIONS 55 26% 9% 183
7 DETECTION CAD 45 68% 2% 40
8 RECALL RATES 40 71% 2% 32
9 OSLO II 39 80% 1% 24
10 FILM MAMMOGRAPHY 25 32% 3% 64

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
A review of automatic mass detection and segmentation in mammographic images 2010 66 158 86%
Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances 2009 95 100 82%
Approaches for automated detection and classification of masses in mammograms 2006 128 104 60%
Studies Comparing Screen-Film Mammography and Full-Field Digital Mammography in Breast Cancer Screening: Updated Review 2009 57 45 93%
CADx of mammographic masses and clustered microcalcifications: A review 2009 49 134 95%
Comparison of computer-aided detection to double reading of screening mammograms: Review of 231,221 mammograms 2008 49 20 95%
Computer aids and human second reading as interventions in screening mammography: Two systematic reviews to compare effects on cancer detection and recall rate 2008 50 46 91%
Computer-aided detection and classification of microcalcifications in mammograms: a survey 2003 177 76 67%
Pectoral muscle segmentation: A review 2013 8 25 72%
Breast Cancer: Missed Interval and Screening-detected Cancer at Full-Field Digital Mammography and Screen-Film Mammography-Results from a Retrospective Review 2012 15 20 60%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 KURT ROSSMANN S RADIOL IMAGE 9 25% 1.6% 30
2 DIGITAL ADV IMAGING S 8 100% 0.3% 5
3 MED INFORMAT SECT 6 100% 0.2% 4
4 CARL J VYBORNY TRANSLAT BREAST IMAGING 4 75% 0.2% 3
5 DISCIPLINE MED RADIAT SCI C42 4 75% 0.2% 3
6 COMM MED PHYS 4 36% 0.5% 9
7 OFF HLTH PROMOT 4 17% 1.0% 20
8 LYNN SAGE COMPREHENS BREAST 4 28% 0.6% 11
9 DESIGN STAT METHODS 3 43% 0.3% 6
10 INTERDISCIPLINARY ONCOL RADIOL 3 100% 0.2% 3

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000163476 MAMMOGRAPHY SCREENING//INTERVAL CANCER//JOURNAL OF MEDICAL SCREENING
2 0.0000158950 KURT ROSSMANN S RADIOL IMAGE//DUAL ENERGY SUBTRACTION//CHEST RADIOGRAPHY
3 0.0000141569 OPTIMAL CUT POINT//ROC CURVE//YOUDEN INDEX
4 0.0000132158 TOMOSYNTHESIS//DIGITAL BREAST TOMOSYNTHESIS//MEAN GLANDULAR DOSE
5 0.0000116810 MAMMOGRAPHIC DENSITY//BREAST DENSITY//MAMMOGRAPHIC BREAST DENSITY
6 0.0000103373 BREAST ULTRASOUND//BREAST SONOGRAPHY//BREAST NEOPLASMS US
7 0.0000090184 MED S 3170//RADPEER//RADIOLOGICAL ERROR
8 0.0000067450 ERYTHEMATO SQUAMOUS//ERYTHEMATO SQUAMOUS DISEASES//FUZZY WEIGHTED PRE PROCESSING
9 0.0000063459 BREAST BIOPSY//BREAST BIOPSY//RADIAL SCAR
10 0.0000055914 BREAST ARTERIAL CALCIFICATION//BREAST CALCIFICATION//BREAST ARTERIAL CALCIFICATIONS