Class information for:
Level 2: IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
765 12312 30.0 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
26 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//COMPUTER SCIENCE, SOFTWARE ENGINEERING 111824
765 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//SEGMENTATION 12312
2125 1                   IMAGE REGISTRATION//NON RIGID REGISTRATION//DEFORMABLE IMAGE REGISTRATION 2348
2200 1                   ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL 2325
5095 1                   SKULL STRIPPING//IMAGE SEGMENTATION//BRAIN TUMOR SEGMENTATION 1674
6212 1                   MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//IMAGE SEGMENTATION 1513
6813 1                   VESSEL SEGMENTATION//RETINAL IMAGE//FUNDUS IMAGE 1441
8726 1                   STATISTICAL SHAPE MODEL//ACTIVE SHAPE MODEL//CARDIAC SEGMENTATION 1224
13895 1                   LIVER SEGMENTATION//PROSTATE SEGMENTATION//LABEL FUSION 807
24794 1                   FUZZY CONNECTEDNESS//IMAGE FORESTING TRANSFORM//GRAPH SEARCH ALGORITHMS 301
26624 1                   3D IMAGE INTERPOLATION//BRANCHING SURFACES//SHAPE BASED INTERPOLATION 250
30759 1                   PULSE COUPLED NEURAL NETWORK//PULSE COUPLED NEURAL NETWORK PCNN//PCNN 163
32300 1                   STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY 141
33405 1                   BROKEN STRANDS//POWER LINE INSPECTION//INSPECTION ROBOT 125

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 IMAGE SEGMENTATION authKW 1278990 11% 37% 1406
2 ACTIVE CONTOURS authKW 536326 3% 59% 367
3 SEGMENTATION authKW 432226 8% 17% 1038
4 MEDICAL IMAGE ANALYSIS journal 359518 3% 36% 405
5 IEEE TRANSACTIONS ON MEDICAL IMAGING journal 315945 6% 18% 696
6 IMAGE REGISTRATION authKW 313605 4% 25% 499
7 DEFORMABLE MODELS authKW 240007 2% 46% 213
8 ACTIVE CONTOUR MODEL authKW 234748 1% 62% 153
9 LEVEL SET authKW 183590 3% 24% 313
10 INTENSITY INHOMOGENEITY authKW 176705 1% 94% 76

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 Computer Science, Artificial Intelligence 168745 31% 2% 3781
2 Engineering, Biomedical 105576 23% 2% 2886
3 Radiology, Nuclear Medicine & Medical Imaging 91159 34% 1% 4141
4 Imaging Science & Photographic Technology 90494 12% 3% 1507
5 Computer Science, Interdisciplinary Applications 59658 19% 1% 2353
6 Computer Science, Theory & Methods 34462 15% 1% 1850
7 Engineering, Electrical & Electronic 23821 27% 0% 3348
8 Medical Informatics 15468 4% 1% 554
9 Computer Science, Software Engineering 8171 6% 0% 787
10 Neuroimaging 7399 3% 1% 391

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 LO KWEE SEONG MED IMAGE ANAL 50973 0% 86% 24
2 IMAGING VISUALIZAT 45318 0% 43% 43
3 MED IMAGE PROC GRP 38567 0% 29% 54
4 MED IMAGE DISPLAY ANAL GRP 37440 0% 66% 23
5 IMAGE SCI 28695 1% 10% 115
6 SECT BIOMED IMAGE ANAL 27457 0% 28% 39
7 BRIC 25374 1% 14% 71
8 VISUAL INFORMAT PROC GRP 24264 0% 47% 21
9 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT 22527 0% 91% 10
10 BIOMED IMAGE ANAL GRP 20780 0% 37% 23

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 MEDICAL IMAGE ANALYSIS 359518 3% 36% 405
2 IEEE TRANSACTIONS ON MEDICAL IMAGING 315945 6% 18% 696
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 105728 2% 16% 271
4 PATTERN RECOGNITION LETTERS 51552 3% 6% 348
5 IEEE TRANSACTIONS ON IMAGE PROCESSING 49297 3% 6% 332
6 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 49275 1% 12% 168
7 LECTURE NOTES IN COMPUTER SCIENCE 47201 11% 2% 1321
8 PATTERN RECOGNITION 41374 3% 5% 340
9 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 39093 1% 13% 120
10 IMAGE AND VISION COMPUTING 35976 2% 8% 194

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 IMAGE SEGMENTATION 1278990 11% 37% 1406 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
2 ACTIVE CONTOURS 536326 3% 59% 367 Search ACTIVE+CONTOURS Search ACTIVE+CONTOURS
3 SEGMENTATION 432226 8% 17% 1038 Search SEGMENTATION Search SEGMENTATION
4 IMAGE REGISTRATION 313605 4% 25% 499 Search IMAGE+REGISTRATION Search IMAGE+REGISTRATION
5 DEFORMABLE MODELS 240007 2% 46% 213 Search DEFORMABLE+MODELS Search DEFORMABLE+MODELS
6 ACTIVE CONTOUR MODEL 234748 1% 62% 153 Search ACTIVE+CONTOUR+MODEL Search ACTIVE+CONTOUR+MODEL
7 LEVEL SET 183590 3% 24% 313 Search LEVEL+SET Search LEVEL+SET
8 INTENSITY INHOMOGENEITY 176705 1% 94% 76 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY
9 NON RIGID REGISTRATION 169022 1% 51% 135 Search NON+RIGID+REGISTRATION Search NON+RIGID+REGISTRATION
10 STATISTICAL SHAPE MODEL 151338 1% 63% 97 Search STATISTICAL+SHAPE+MODEL Search STATISTICAL+SHAPE+MODEL

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 PARAGIOS, N , SOTIRAS, A , DAVATZIKOS, C , (2013) DEFORMABLE MEDICAL IMAGE REGISTRATION: A SURVEY.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 32. ISSUE 7. P. 1153 -1190 214 71% 189
2 OLIVEIRA, FPM , TAVARES, JMRS , (2014) MEDICAL IMAGE REGISTRATION: A REVIEW.COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING. VOL. 17. ISSUE 2. P. 73 -93 144 65% 67
3 SEZGIN, M , SANKUR, B , (2004) SURVEY OVER IMAGE THRESHOLDING TECHNIQUES AND QUANTITATIVE PERFORMANCE EVALUATION.JOURNAL OF ELECTRONIC IMAGING. VOL. 13. ISSUE 1. P. 146-168 77 89% 1470
4 GHOLIPOUR, A , KEHTARNAVAZ, N , BRIGGS, R , DEVOUS, M , GOPINATH, K , (2007) BRAIN FUNCTIONAL LOCALIZATION: A SURVEY OF IMAGE REGISTRATION TECHNIQUES.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 26. ISSUE 4. P. 427 -451 168 67% 120
5 IGLESIAS, JE , SABUNCU, MR , (2015) MULTI-ATLAS SEGMENTATION OF BIOMEDICAL IMAGES: A SURVEY.MEDICAL IMAGE ANALYSIS. VOL. 24. ISSUE 1. P. 205 -219 94 70% 30
6 CABEZAS, M , OLIVER, A , LLADO, X , FREIXENET, J , CUADRA, MB , (2011) A REVIEW OF ATLAS-BASED SEGMENTATION FOR MAGNETIC RESONANCE BRAIN IMAGES.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 104. ISSUE 3. P. E158 -E177 96 84% 75
7 KLEIN, S , STARING, M , MURPHY, K , VIERGEVER, MA , PLUIM, JPW , (2010) ELASTIX: A TOOLBOX FOR INTENSITY-BASED MEDICAL IMAGE REGISTRATION.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 29. ISSUE 1. P. 196-205 52 88% 636
8 HEIMANN, T , MEINZER, HP , (2009) STATISTICAL SHAPE MODELS FOR 3D MEDICAL IMAGE SEGMENTATION: A REVIEW.MEDICAL IMAGE ANALYSIS. VOL. 13. ISSUE 4. P. 543-563 80 72% 410
9 VANTARAM, SR , SABER, E , (2012) SURVEY OF CONTEMPORARY TRENDS IN COLOR IMAGE SEGMENTATION.JOURNAL OF ELECTRONIC IMAGING. VOL. 21. ISSUE 4. P. - 133 67% 22
10 FRAZ, MM , REMAGNINO, P , HOPPE, A , UYYANONVARA, B , RUDNICKA, AR , OWEN, CG , BARMAN, SA , (2012) BLOOD VESSEL SEGMENTATION METHODOLOGIES IN RETINAL IMAGES - A SURVEY.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 108. ISSUE 1. P. 407 -433 70 81% 163

Classes with closest relation at Level 2


Rank Class id link
1 2490 TEXTURE CLASSIFICATION//TEXTURE SEGMENTATION//DIRECTIONAL DATA
2 1785 MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY
3 83 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION
4 823 DIFFUSION TENSOR IMAGING//TRACTOGRAPHY//ALZHEIMERS DISEASE
5 1278 NANOBIOPHOTON//SUPER RESOLUTION MICROSCOPY//HIGH CONTENT SCREENING
6 496 CONTENT BASED IMAGE RETRIEVAL//OBJECT TRACKING//ACTION RECOGNITION
7 442 COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION
8 2413 CHARACTER RECOGNITION//HANDWRITING RECOGNITION//INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION
9 1502 IMAGE GUIDED SURGERY//INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY//NEURONAVIGATION
10 589 COMPUTER GRAPHICS FORUM//ACM TRANSACTIONS ON GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING

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