Class information for:
Level 1: STATISTICAL SHAPE MODEL//ACTIVE SHAPE MODEL//CARDIAC SEGMENTATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
8726 1224 30.8 58%


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
8726 1                   STATISTICAL SHAPE MODEL//ACTIVE SHAPE MODEL//CARDIAC SEGMENTATION 1224

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 STATISTICAL SHAPE MODEL authKW 705528 5% 43% 66
2 ACTIVE SHAPE MODEL authKW 496379 4% 36% 55
3 CARDIAC SEGMENTATION authKW 280630 1% 75% 15
4 POINT DISTRIBUTION MODELS authKW 274379 2% 50% 22
5 LEFT VENTRICLE SEGMENTATION authKW 247982 1% 76% 13
6 MEDICAL IMAGE ANALYSIS journal 199236 8% 8% 95
7 DEFORMABLE MODELS authKW 185443 5% 13% 59
8 IEEE TRANSACTIONS ON MEDICAL IMAGING journal 164183 13% 4% 158
9 CARDIAC IMAGES authKW 124728 0% 100% 5
10 CARDIAC MAGNETIC RESONANCE IMAGE authKW 112252 0% 75% 6

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 Engineering, Biomedical 39267 45% 0% 548
2 Radiology, Nuclear Medicine & Medical Imaging 23913 54% 0% 658
3 Computer Science, Interdisciplinary Applications 20938 35% 0% 432
4 Imaging Science & Photographic Technology 19603 18% 0% 220
5 Computer Science, Artificial Intelligence 13335 27% 0% 336
6 Computer Science, Theory & Methods 8466 23% 0% 284
7 Medical Informatics 3487 7% 0% 82
8 Engineering, Electrical & Electronic 2121 26% 0% 317
9 Computer Science, Information Systems 865 7% 0% 91
10 Computer Science, Software Engineering 677 6% 0% 72

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 MED IMAGE DISPLAY ANAL GRP 102617 1% 34% 12
2 DIGITAL IMAGING SYST 49891 0% 100% 2
3 GBBA 49891 0% 100% 2
4 COMP AIDED DIAG GRP 44900 0% 60% 3
5 COMPUTAT IMAGING SIMULAT TECHNOL BIOMED 42081 1% 19% 9
6 DIGITAL IMAGING GRP LONDON 33259 0% 67% 2
7 GRP INGN BIOMED GIBULA 33259 0% 67% 2
8 PROGRAMME ELECT ENGN 33259 0% 67% 2
9 VAMC BROCKTON 33259 0% 67% 2
10 GIT VIS 32069 0% 43% 3

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 199236 8% 8% 95
2 IEEE TRANSACTIONS ON MEDICAL IMAGING 164183 13% 4% 158
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 34849 4% 3% 49
4 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 31105 3% 3% 42
5 LECTURE NOTES IN COMPUTER SCIENCE 15389 19% 0% 235
6 IMAGE AND VISION COMPUTING 11167 3% 1% 34
7 IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 4656 1% 1% 14
8 COMPUTER VISION AND IMAGE UNDERSTANDING 3641 1% 1% 17
9 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 3446 3% 0% 33
10 INTERNATIONAL JOURNAL OF COMPUTER VISION 3118 1% 1% 15

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 STATISTICAL SHAPE MODEL 705528 5% 43% 66 Search STATISTICAL+SHAPE+MODEL Search STATISTICAL+SHAPE+MODEL
2 ACTIVE SHAPE MODEL 496379 4% 36% 55 Search ACTIVE+SHAPE+MODEL Search ACTIVE+SHAPE+MODEL
3 CARDIAC SEGMENTATION 280630 1% 75% 15 Search CARDIAC+SEGMENTATION Search CARDIAC+SEGMENTATION
4 POINT DISTRIBUTION MODELS 274379 2% 50% 22 Search POINT+DISTRIBUTION+MODELS Search POINT+DISTRIBUTION+MODELS
5 LEFT VENTRICLE SEGMENTATION 247982 1% 76% 13 Search LEFT+VENTRICLE+SEGMENTATION Search LEFT+VENTRICLE+SEGMENTATION
6 DEFORMABLE MODELS 185443 5% 13% 59 Search DEFORMABLE+MODELS Search DEFORMABLE+MODELS
7 CARDIAC IMAGES 124728 0% 100% 5 Search CARDIAC+IMAGES Search CARDIAC+IMAGES
8 CARDIAC MAGNETIC RESONANCE IMAGE 112252 0% 75% 6 Search CARDIAC+MAGNETIC+RESONANCE+IMAGE Search CARDIAC+MAGNETIC+RESONANCE+IMAGE
9 STATISTICAL SHAPE ANALYSIS 107576 1% 25% 17 Search STATISTICAL+SHAPE+ANALYSIS Search STATISTICAL+SHAPE+ANALYSIS
10 CARDIAC MAGNETIC RESONANCE IMAGING MRI 94019 1% 54% 7 Search CARDIAC+MAGNETIC+RESONANCE+IMAGING+MRI Search CARDIAC+MAGNETIC+RESONANCE+IMAGING+MRI

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 DACHER, JN , PETITJEAN, C , (2011) A REVIEW OF SEGMENTATION METHODS IN SHORT AXIS CARDIAC MR IMAGES.MEDICAL IMAGE ANALYSIS. VOL. 15. ISSUE 2. P. 169 -184 47 72% 178
2 PENG, P , LEKADIR, K , GOOYA, A , SHAO, L , PETERSEN, SE , FRANGI, AF , (2016) A REVIEW OF HEART CHAMBER SEGMENTATION FOR STRUCTURAL AND FUNCTIONAL ANALYSIS USING CARDIAC MAGNETIC RESONANCE IMAGING.MAGNETIC RESONANCE MATERIALS IN PHYSICS BIOLOGY AND MEDICINE. VOL. 29. ISSUE 2. P. 155 -195 74 52% 2
3 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 54 49% 410
4 TAVAKOLI, V , AMINI, AA , (2013) A SURVEY OF SHAPED-BASED REGISTRATION AND SEGMENTATION TECHNIQUES FOR CARDIAC IMAGES.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 117. ISSUE 9. P. 966 -989 74 50% 17
5 CARNEIRO, G , NASCIMENTO, JC , (2013) COMBINING MULTIPLE DYNAMIC MODELS AND DEEP LEARNING ARCHITECTURES FOR TRACKING THE LEFT VENTRICLE ENDOCARDIUM IN ULTRASOUND DATA.IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE. VOL. 35. ISSUE 11. P. 2592-2607 36 71% 16
6 CORDERO-GRANDE, L , VEGAS-SANCHEZ-FERRERO, G , CASASECA-DE-LA-HIGUERA, P , SAN-ROMAN-CALVAR, JA , REVILLA-ORODEA, A , MARTIN-FERNANDEZ, M , ALBEROLA-LOPEZ, C , (2011) UNSUPERVISED 4D MYOCARDIUM SEGMENTATION WITH A MARKOV RANDOM FIELD BASED DEFORMABLE MODEL.MEDICAL IMAGE ANALYSIS. VOL. 15. ISSUE 3. P. 283 -301 36 64% 21
7 GOLLMER, ST , KIRSCHNER, M , BUZUG, TM , WESARG, S , (2014) USING IMAGE SEGMENTATION FOR EVALUATING 3D STATISTICAL SHAPE MODELS BUILT WITH GROUPWISE CORRESPONDENCE OPTIMIZATION.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 125. ISSUE . P. 283 -303 25 81% 2
8 ALBA, X , PEREANEZ, M , HOOGENDOORN, C , SWIFT, AJ , WILD, JM , FRANGI, AF , LEKADIR, K , (2016) AN ALGORITHM FOR THE SEGMENTATION OF HIGHLY ABNORMAL HEARTS USING A GENERIC STATISTICAL SHAPE MODEL.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 35. ISSUE 3. P. 845 -859 26 74% 0
9 O'BRIEN, SP , GHITA, O , WHELAN, PF , (2011) A NOVEL MODEL-BASED 3D+TIME LEFT VENTRICULAR SEGMENTATION TECHNIQUE.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 30. ISSUE 2. P. 461 -474 24 86% 12
10 WU, YW , WANG, YQ , JIA, YD , (2013) SEGMENTATION OF THE LEFT VENTRICLE IN CARDIAC CINE MRI USING A SHAPE-CONSTRAINED SNAKE MODEL.COMPUTER VISION AND IMAGE UNDERSTANDING. VOL. 117. ISSUE 9. P. 990 -1003 26 72% 13

Classes with closest relation at Level 1


Rank Class id link
1 13895 LIVER SEGMENTATION//PROSTATE SEGMENTATION//LABEL FUSION
2 2200 ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL
3 2125 IMAGE REGISTRATION//NON RIGID REGISTRATION//DEFORMABLE IMAGE REGISTRATION
4 25468 SUPERQUADRICS//REPRESENTATION LEVELS//CONCEPTUAL SPACES
5 13991 THREE DIMENSIONAL ECHOCARDIOGRAPHY//REAL TIME THREE DIMENSIONAL ECHOCARDIOGRAPHY//3 DIMENSIONAL ECHOCARDIOGRAPHY
6 9664 FACIAL EXPRESSION RECOGNITION//3D FACE RECOGNITION//FACIAL EXPRESSION ANALYSIS
7 10293 HEART MR//HEART EJECTION FRACTION//MAGNETIC RESONANCE MR CINE STUDY
8 14166 ACOUSTIC QUANTIFICATION//COLOR KINESIS//ENDOCARDIAL MOTION
9 2681 SPECKLE TRACKING//MYOCARDIAL STRAIN//SPECKLE TRACKING ECHOCARDIOGRAPHY
10 35962 CONFINEMENT TREE//CONSTANT TOTAL HEART VOLUME THEORY//EAR NOSE THROAT E W NEO MED

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