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

Basic class information
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
12 4 COMPUTER SCIENCE, THEORY & METHODS//COMPUTER SCIENCE, INFORMATION SYSTEMS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE 1181119
37 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//PATTERN RECOGNITION//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE 110459
872 2             IMAGE SEGMENTATION//ACTIVE CONTOURS//MEDICAL IMAGE ANALYSIS 11656
6972 1                   SKULL STRIPPING//BRAIN TUMOR SEGMENTATION//BRAIN SEGMENTATION 1449

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 SKULL STRIPPING authKW 466314 2% 79% 27
2 BRAIN TUMOR SEGMENTATION authKW 362478 1% 83% 20
3 BRAIN SEGMENTATION authKW 324412 2% 45% 33
4 BRAIN EXTRACTION authKW 289974 1% 67% 20
5 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT address 219301 1% 92% 11
6 SEGMENTATION authKW 198334 17% 4% 243
7 MIDSAGITTAL PLANE authKW 190452 1% 52% 17
8 INTENSITY INHOMOGENEITY authKW 143959 2% 28% 24
9 BIAS FIELD authKW 133748 2% 27% 23
10 BIAS FIELD ESTIMATION authKW 130494 0% 100% 6

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Radiology, Nuclear Medicine & Medical Imaging 26953 52% 0% 760
2 Engineering, Biomedical 18371 29% 0% 413
3 Imaging Science & Photographic Technology 14369 14% 0% 207
4 Computer Science, Interdisciplinary Applications 10970 24% 0% 345
5 Neuroimaging 8316 10% 0% 138
6 Computer Science, Artificial Intelligence 6428 18% 0% 259
7 Medical Informatics 2390 5% 0% 75
8 Computer Science, Theory & Methods 2267 11% 0% 165
9 Engineering, Electrical & Electronic 1449 20% 0% 297
10 Mathematical & Computational Biology 1046 5% 0% 76

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT 219301 1% 92% 11
2 NEUROSCI MED IMAGE ANAL GRP 86996 0% 100% 4
3 COMP MED LIVE SCI 65247 0% 100% 3
4 IMAGE ANAL COMMUN 53276 0% 35% 7
5 RADIOL ESAT 48934 0% 75% 3
6 CMEMS UMINHO UNIT 43498 0% 100% 2
7 CREATICS 43498 0% 100% 2
8 IBIME GRP 43498 0% 100% 2
9 INT NEUROIMAGING CONSORTIUM 11P 43498 0% 100% 2
10 MAGNET ONANCE CLIN 43498 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IEEE TRANSACTIONS ON MEDICAL IMAGING 81184 8% 3% 121
2 MEDICAL IMAGE ANALYSIS 36955 3% 4% 45
3 INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 33841 3% 4% 37
4 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 23041 3% 2% 43
5 MAGNETIC RESONANCE IMAGING 22508 5% 1% 70
6 NEUROINFORMATICS 10817 1% 4% 13
7 NEUROIMAGE 10053 5% 1% 78
8 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 8898 1% 2% 21
9 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 5658 1% 1% 20
10 JOURNAL OF MAGNETIC RESONANCE IMAGING 5594 3% 1% 41

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 SKULL STRIPPING 466314 2% 79% 27 Search SKULL+STRIPPING Search SKULL+STRIPPING
2 BRAIN TUMOR SEGMENTATION 362478 1% 83% 20 Search BRAIN+TUMOR+SEGMENTATION Search BRAIN+TUMOR+SEGMENTATION
3 BRAIN SEGMENTATION 324412 2% 45% 33 Search BRAIN+SEGMENTATION Search BRAIN+SEGMENTATION
4 BRAIN EXTRACTION 289974 1% 67% 20 Search BRAIN+EXTRACTION Search BRAIN+EXTRACTION
5 SEGMENTATION 198334 17% 4% 243 Search SEGMENTATION Search SEGMENTATION
6 MIDSAGITTAL PLANE 190452 1% 52% 17 Search MIDSAGITTAL+PLANE Search MIDSAGITTAL+PLANE
7 INTENSITY INHOMOGENEITY 143959 2% 28% 24 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY
8 BIAS FIELD 133748 2% 27% 23 Search BIAS+FIELD Search BIAS+FIELD
9 BIAS FIELD ESTIMATION 130494 0% 100% 6 Search BIAS+FIELD+ESTIMATION Search BIAS+FIELD+ESTIMATION
10 LESION SEGMENTATION 129160 1% 42% 14 Search LESION+SEGMENTATION Search LESION+SEGMENTATION

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.

Classes with closest relation at Level 1


rank cluster_id2 link
1 31708 STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY
2 27949 RICIAN NOISE//RICIAN DISTRIBUTION//MRI DENOISING
3 1462 IMAGE REGISTRATION//NON RIGID REGISTRATION//MEDICAL IMAGE ANALYSIS
4 7216 FUZZY CLUSTERING//FUZZY C MEANS//CLUSTER VALIDITY
5 1267 ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL
6 23037 LIVER SEGMENTATION//VERTEBRA SEGMENTATION//AUTOMATIC LIVER SEGMENTATION
7 16745 CORTICAL SURFACE//GYRIFICATION//CORTICAL SULCI
8 18832 INTEGRATED VISUALIZATION//MULTIMODALITY REGISTRATION//DIRECTIONAL CODES
9 1218 MILD COGNITIVE IMPAIRMENT//ALZHEIMERS DISEASE//SIGNAL THEORY NETWORKING COMMUN
10 23642 NORMAL HUMAN AGING//3D CNN//ATROPHY CEREBRAL

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