Class information for:
Level 1: SKULL STRIPPING//IMAGE SEGMENTATION//BRAIN TUMOR SEGMENTATION

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
5095 1674 31.3 65%


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
5095 1                   SKULL STRIPPING//IMAGE SEGMENTATION//BRAIN TUMOR SEGMENTATION 1674

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 SKULL STRIPPING authKW 397725 2% 84% 26
2 IMAGE SEGMENTATION authKW 326836 16% 7% 262
3 BRAIN TUMOR SEGMENTATION authKW 311025 1% 95% 18
4 BRAIN SEGMENTATION authKW 296422 2% 49% 33
5 BRAIN EXTRACTION authKW 211041 1% 64% 18
6 FUZZY C MEANS authKW 207283 5% 15% 78
7 INTENSITY INHOMOGENEITY authKW 202620 2% 37% 30
8 BIAS FIELD authKW 184772 2% 35% 29
9 SEGMENTATION authKW 181840 15% 4% 248
10 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT address 165809 1% 91% 10

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 25871 48% 0% 803
2 Engineering, Biomedical 18238 26% 0% 441
3 Imaging Science & Photographic Technology 14348 13% 0% 221
4 Computer Science, Interdisciplinary Applications 11331 22% 0% 376
5 Computer Science, Artificial Intelligence 11296 22% 0% 364
6 Neuroimaging 8194 9% 0% 147
7 Medical Informatics 3177 5% 0% 92
8 Computer Science, Theory & Methods 2703 12% 0% 194
9 Engineering, Electrical & Electronic 1981 22% 0% 367
10 Mathematical & Computational Biology 1173 5% 0% 86

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 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT 165809 1% 91% 10
2 NEUROSCI MED IMAGE ANAL GRP 72957 0% 100% 4
3 COMP MED LIVE SCI 54718 0% 100% 3
4 BONNIOT 48635 0% 67% 4
5 RADIOL ESAT 41037 0% 75% 3
6 CMEMS UMINHO UNIT 36478 0% 100% 2
7 CREATICS 36478 0% 100% 2
8 IBIME GRP 36478 0% 100% 2
9 INT NEUROIMAGING CONSORTIUM 11P 36478 0% 100% 2
10 MAGNET ONANCE CLIN 36478 0% 100% 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 IEEE TRANSACTIONS ON MEDICAL IMAGING 73835 7% 3% 124
2 MEDICAL IMAGE ANALYSIS 37130 3% 4% 48
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 25455 3% 3% 49
4 INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 23304 2% 4% 33
5 MAGNETIC RESONANCE IMAGING 20454 4% 2% 72
6 NEUROIMAGE 9927 5% 1% 83
7 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 7214 1% 2% 19
8 JOURNAL OF MAGNETIC RESONANCE IMAGING 6372 3% 1% 47
9 NEUROINFORMATICS 5541 1% 3% 10
10 COMPUTERS IN BIOLOGY AND MEDICINE 4517 2% 1% 27

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 SKULL STRIPPING 397725 2% 84% 26 Search SKULL+STRIPPING Search SKULL+STRIPPING
2 IMAGE SEGMENTATION 326836 16% 7% 262 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
3 BRAIN TUMOR SEGMENTATION 311025 1% 95% 18 Search BRAIN+TUMOR+SEGMENTATION Search BRAIN+TUMOR+SEGMENTATION
4 BRAIN SEGMENTATION 296422 2% 49% 33 Search BRAIN+SEGMENTATION Search BRAIN+SEGMENTATION
5 BRAIN EXTRACTION 211041 1% 64% 18 Search BRAIN+EXTRACTION Search BRAIN+EXTRACTION
6 FUZZY C MEANS 207283 5% 15% 78 Search FUZZY+C+MEANS Search FUZZY+C+MEANS
7 INTENSITY INHOMOGENEITY 202620 2% 37% 30 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY
8 BIAS FIELD 184772 2% 35% 29 Search BIAS+FIELD Search BIAS+FIELD
9 SEGMENTATION 181840 15% 4% 248 Search SEGMENTATION Search SEGMENTATION
10 MIDSAGITTAL PLANE 150605 1% 52% 16 Search MIDSAGITTAL+PLANE Search MIDSAGITTAL+PLANE

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 VOVK, U , PERNUS, F , LIKAR, B , (2007) A REVIEW OF METHODS FOR CORRECTION OF INTENSITY INHOMOGENEITY IN MRI.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 26. ISSUE 3. P. 405-421 52 75% 315
2 LLADO, X , OLIVER, A , CABEZAS, M , FREIXENET, J , VILANOVA, JC , QUILES, A , VALLS, L , RAMIO-TORRENTA, L , ROVIRA, A , (2012) SEGMENTATION OF MULTIPLE SCLEROSIS LESIONS IN BRAIN MRI: A REVIEW OF AUTOMATED APPROACHES.INFORMATION SCIENCES. VOL. 186. ISSUE 1. P. 164 -185 52 70% 46
3 KALAVATHI, P , PRASATH, VBS , (2016) METHODS ON SKULL STRIPPING OF MRI HEAD SCAN IMAGES-A REVIEW.JOURNAL OF DIGITAL IMAGING. VOL. 29. ISSUE 3. P. 365 -379 42 70% 2
4 THOMAS, OM , VASSEUR, F , WINTERMARK, M , TUSTISON, NJ , UNAL, G , YE, DH , ZHAO, L , ZHAO, BS , ZIKIC, D , PRASTAWA, M , ET AL (2015) THE MULTIMODAL BRAIN TUMOR IMAGE SEGMENTATION BENCHMARK (BRATS).IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 34. ISSUE 10. P. 1993 -2024 40 53% 37
5 BALAFAR, MA , (2014) GAUSSIAN MIXTURE MODEL BASED SEGMENTATION METHODS FOR BRAIN MRI IMAGES.ARTIFICIAL INTELLIGENCE REVIEW. VOL. 41. ISSUE 3. P. 429 -439 37 84% 10
6 GARCIA-LORENZO, D , FRANCIS, S , NARAYANAN, S , ARNOLD, DL , COLLINS, DL , (2013) REVIEW OF AUTOMATIC SEGMENTATION METHODS OF MULTIPLE SCLEROSIS WHITE MATTER LESIONS ON CONVENTIONAL MAGNETIC RESONANCE IMAGING.MEDICAL IMAGE ANALYSIS. VOL. 17. ISSUE 1. P. 1 -18 50 49% 64
7 BELAROUSSI, B , MILLES, J , CARME, S , ZHU, YM , BENOIT-CATTIN, H , (2006) INTENSITY NON-UNIFORMITY CORRECTION IN MRI: EXISTING METHODS AND THEIR VALIDATION.MEDICAL IMAGE ANALYSIS. VOL. 10. ISSUE 2. P. 234 -246 43 69% 102
8 ASSIA, C , YAZID, C , SAID, M , (2015) SEGMENTATION OF BRAIN MRIS BY SUPPORT VECTOR MACHINE: DETECTION AND CHARACTERIZATION OF STROKES.JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY. VOL. 15. ISSUE 5. P. - 39 72% 0
9 BAUER, S , WIEST, R , NOLTE, LP , REYES, M , (2013) A SURVEY OF MRI-BASED MEDICAL IMAGE ANALYSIS FOR BRAIN TUMOR STUDIES.PHYSICS IN MEDICINE AND BIOLOGY. VOL. 58. ISSUE 13. P. R97 -R129 46 43% 63
10 LEE, JD , SU, HR , CHENG, PE , LIOU, M , ASTON, JAD , TSAI, AC , CHEN, CY , (2009) MR IMAGE SEGMENTATION USING A POWER TRANSFORMATION APPROACH.IEEE TRANSACTIONS ON MEDICAL IMAGING. VOL. 28. ISSUE 6. P. 894 -905 36 75% 24

Classes with closest relation at Level 1


Rank Class id link
1 13895 LIVER SEGMENTATION//PROSTATE SEGMENTATION//LABEL FUSION
2 32300 STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY
3 2200 ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL
4 2125 IMAGE REGISTRATION//NON RIGID REGISTRATION//DEFORMABLE IMAGE REGISTRATION
5 6212 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//IMAGE SEGMENTATION
6 13634 MARKOV RANDOM FIELD//ITERATIVE CONDITIONAL ESTIMATION//TRIPLET MARKOV CHAINS
7 24794 FUZZY CONNECTEDNESS//IMAGE FORESTING TRANSFORM//GRAPH SEARCH ALGORITHMS
8 6271 CORTICAL THICKNESS//GRP LIFESPAN CHANGES BRAIN COGNIT//WHITE MATTER
9 702 MULTIPLE SCLEROSIS//NEUROIMAGING UNIT//NMR UNIT
10 1464 FUZZY CLUSTERING//CLUSTERING//CLUSTER VALIDITY

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