Class information for:
Level 2: MEDICAL IMAGE ANALYSIS//IEEE TRANSACTIONS ON MEDICAL IMAGING//IMAGE REGISTRATION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
988 10052 28.3 57%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 3)


ID, lev.
above		 Publications Label for level above
33 105593 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//PATTERN RECOGNITION

Classes in level below (level 1)


ID, lev. below Publications Label for level below
1912 2362 IMAGE REGISTRATION//SIMULTANEOUS TRUTH AND PERFORMANCE LEVEL ESTIMATION STAPLE//GROUPWISE REGISTRATION
3043 2002 ACTIVE CONTOURS//ACTIVE CONTOUR MODEL//ACTIVE CONTOUR
5595 1535 BRAIN EXTRACTION//TALAIRACH TRANSFORMATION//SKULL STRIPPING
8582 1170 RETINAL IMAGES//VESSEL SEGMENTATION//FUNDUS IMAGE
8905 1138 PROSTATE SEGMENTATION//STATISTICAL SHAPE MODEL//STATISTICAL SHAPE MODELS
11238 931 DIRECTIONAL DATA//SPHERICAL REGRESSION//WATSON DISTRIBUTION
14858 676 QUANTITATIVE CORONARY ARTERIOGRAPHY//QUANTITATIVE CORONARY ANGIOGRAPHY//QUANTITATIVE ARTERIOGRAPHY
25272 238 SURLENS//2D 3D REGISTRATION//ANATOMY AND IMAGE BASED REGISTRATION

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 MEDICAL IMAGE ANALYSIS Journal 153 36% 3% 346
2 IEEE TRANSACTIONS ON MEDICAL IMAGING Journal 134 19% 6% 648
3 IMAGE REGISTRATION Author keyword 102 16% 6% 568
4 IMAGE SEGMENTATION Author keyword 96 11% 8% 794
5 ACTIVE CONTOURS Author keyword 83 33% 2% 211
6 DIRECTIONAL DATA Author keyword 55 56% 1% 68
7 MED IMAGE DISPLAY ANAL GRP Address 45 80% 0% 28
8 ACTIVE CONTOUR MODEL Author keyword 45 34% 1% 109
9 LO KWEE SEONG MED IMAGE ANAL Address 44 85% 0% 23
10 DEFORMABLE MODELS Author keyword 42 28% 1% 128

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 IMAGE REGISTRATION 102 16% 6% 568 Search IMAGE+REGISTRATION Search IMAGE+REGISTRATION
2 IMAGE SEGMENTATION 96 11% 8% 794 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
3 ACTIVE CONTOURS 83 33% 2% 211 Search ACTIVE+CONTOURS Search ACTIVE+CONTOURS
4 DIRECTIONAL DATA 55 56% 1% 68 Search DIRECTIONAL+DATA Search DIRECTIONAL+DATA
5 ACTIVE CONTOUR MODEL 45 34% 1% 109 Search ACTIVE+CONTOUR+MODEL Search ACTIVE+CONTOUR+MODEL
6 DEFORMABLE MODELS 42 28% 1% 128 Search DEFORMABLE+MODELS Search DEFORMABLE+MODELS
7 INTENSITY INHOMOGENEITY 41 53% 1% 54 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY
8 ACTIVE CONTOUR 35 25% 1% 122 Search ACTIVE+CONTOUR Search ACTIVE+CONTOUR
9 SPHERICAL REGRESSION 30 100% 0% 12 Search SPHERICAL+REGRESSION Search SPHERICAL+REGRESSION
10 GEODESIC ACTIVE CONTOURS 28 64% 0% 28 Search GEODESIC+ACTIVE+CONTOURS Search GEODESIC+ACTIVE+CONTOURS

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 ACTIVE CONTOURS 174 31% 5% 460
2 MUMFORD 136 55% 2% 171
3 MR IMAGES 120 20% 5% 523
4 NONRIGID REGISTRATION 93 32% 2% 241
5 FUNDUS IMAGES 90 56% 1% 111
6 MUTUAL INFORMATION 87 18% 4% 450
7 GEODESIC ACTIVE CONTOURS 87 53% 1% 114
8 MEDICAL IMAGES 82 33% 2% 206
9 IMAGE SEGMENTATION 81 15% 5% 504
10 AUTOMATIC SEGMENTATION 79 35% 2% 183

Journals


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 MEDICAL IMAGE ANALYSIS 153 36% 3% 346
2 IEEE TRANSACTIONS ON MEDICAL IMAGING 134 19% 6% 648
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 32 14% 2% 220
4 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 27 15% 2% 167
5 JOURNAL OF MATHEMATICAL IMAGING AND VISION 11 10% 1% 98
6 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 8 12% 1% 58

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
Image registration methods: a survey 2003 2167 134 49%
Mutual-information-based registration of medical images: A survey 2003 1134 87 70%
Medical image registration: a review 2014 16 216 65%
Statistical shape models for 3D medical image segmentation: A review 2009 272 111 70%
A review of 3D vessel lumen segmentation techniques: Models, features and extraction schemes 2009 244 87 64%
A review of segmentation methods in short axis cardiac MR images 2011 112 63 68%
A review of 3D/2D registration methods for image-guided interventions 2012 102 162 44%
A review of methods for correction of intensity inhomogeneity in MRI 2007 236 69 74%
A review of vessel extraction techniques and algorithms 2004 338 54 78%
A review of statistical approaches to level set segmentation: Integrating color, texture, motion and shape 2007 323 50 54%

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 MED IMAGE DISPLAY ANAL GRP 45 80% 0.3% 28
2 LO KWEE SEONG MED IMAGE ANAL 44 85% 0.2% 23
3 IMAGING VISUALIZAT 23 42% 0.4% 42
4 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT 18 89% 0.1% 8
5 IMAGE SCI 14 11% 1.1% 115
6 COMP VIS IMAGE PROC 11 41% 0.2% 21
7 EPIDAURE PROJECT 10 37% 0.2% 21
8 SECT BIOMED IMAGE ANAL 9 24% 0.3% 31
9 VISUAL INFORMAT PROC GRP 8 38% 0.2% 17
10 BIOMED IMAGING GRP ROTTERDAM 8 22% 0.3% 31

Related classes at same level (level 2)


Rank Relatedness score Related classes
1 0.0000023424 DIFFUSION TENSOR IMAGING//TRACTOGRAPHY//FIBER TRACKING
2 0.0000018277 PATTERN RECOGNITION//PATTERN RECOGNITION LETTERS//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
3 0.0000013071 INTERNATIONAL JOURNAL OF COMPUTER VISION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//COMPUTER VISION AND IMAGE UNDERSTANDING
4 0.0000011450 TEXTURE CLASSIFICATION//TEXTURE ANALYSIS//TEXTURE SEGMENTATION
5 0.0000011325 FUZZY CLUSTERING//CLUSTER VALIDITY//SUBSPACE CLUSTERING
6 0.0000010778 ACM TRANSACTIONS ON GRAPHICS//COMPUTER GRAPHICS FORUM//VISUAL COMPUTER
7 0.0000010450 COMPRESSED SENSING//IEEE TRANSACTIONS ON IMAGE PROCESSING//IMAGE DENOISING
8 0.0000008626 CARDIOTHORACIC RATIO//DIGITAL SUBTRACTION ANGIOGRAPHY TECHNOLOGY//CARDIO THORACIC RATIO
9 0.0000008094 FACE RECOGNITION//BIOMETRICS//BIOMETR ENGN
10 0.0000008070 STEREOTACTIC BODY RADIOTHERAPY//4D CT//STEREOTACTIC BODY RADIATION THERAPY