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

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
1267 1                   ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL 2769
1462 1                   IMAGE REGISTRATION//NON RIGID REGISTRATION//MEDICAL IMAGE ANALYSIS 2658
6972 1                   SKULL STRIPPING//BRAIN TUMOR SEGMENTATION//BRAIN SEGMENTATION 1449
10178 1                   VESSEL SEGMENTATION//2D 3D REGISTRATION//CENTERLINE EXTRACTION 1116
16645 1                   3 DIMENSIONAL IMAGE ANALYSIS AND DISPLAY//3 DIMENSIONAL DISPLAY//26 CONNECTEDNESS 669
16802 1                   FREEHAND 3D ULTRASOUND//PROSTATE SEGMENTATION//TISSUE HARMONIC IMAGING 660
17929 1                   MOUSE IMAGING//MAGNETIC RESONANCE MICROSCOPY//VOXELATION 602
18832 1                   INTEGRATED VISUALIZATION//MULTIMODALITY REGISTRATION//DIRECTIONAL CODES 557
20327 1                   SERIAL SECTIONS//RAT EMBRYOLOGY//ASSISTED HISTOPATHOLOGY 487
23037 1                   LIVER SEGMENTATION//VERTEBRA SEGMENTATION//AUTOMATIC LIVER SEGMENTATION 382
27848 1                   3D IMAGE INTERPOLATION//BRANCHING SURFACES//SHAPE BASED INTERPOLATION 240
38240 1                   AFFILIATED SHENZHEN MATERNAL CHILD HEALTHCARE H//ITERATIVE RANDOMIZED HOUGH TRANSFORM//THERMOPLASTIC COMPOUNDING 67

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IMAGE SEGMENTATION authKW 663309 9% 25% 998
2 ACTIVE CONTOURS authKW 564357 3% 57% 368
3 MEDICAL IMAGE ANALYSIS journal 361248 3% 34% 399
4 IMAGE REGISTRATION authKW 357489 4% 25% 522
5 SEGMENTATION authKW 306421 7% 13% 858
6 IEEE TRANSACTIONS ON MEDICAL IMAGING journal 303496 6% 17% 664
7 ACTIVE CONTOUR MODEL authKW 242995 1% 58% 155
8 DEFORMABLE MODELS authKW 208149 2% 40% 192
9 LEVEL SET authKW 188195 3% 22% 312
10 INTENSITY INHOMOGENEITY authKW 179366 1% 87% 76

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Radiology, Nuclear Medicine & Medical Imaging 120650 39% 1% 4602
2 Engineering, Biomedical 101836 24% 1% 2770
3 Computer Science, Artificial Intelligence 86906 23% 1% 2678
4 Imaging Science & Photographic Technology 71321 11% 2% 1313
5 Computer Science, Interdisciplinary Applications 54932 19% 1% 2207
6 Computer Science, Theory & Methods 26443 14% 1% 1581
7 Neuroimaging 14366 4% 1% 524
8 Medical Informatics 12506 4% 1% 490
9 Engineering, Electrical & Electronic 12458 21% 0% 2458
10 Computer Science, Software Engineering 7682 6% 0% 742

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 IMAGING VISUALIZAT 61586 0% 48% 48
2 LO KWEE SEONG MED IMAGE ANAL 51039 0% 82% 23
3 MED IMAGE DISPLAY ANAL GRP 44451 0% 69% 24
4 EPIDAURE PROJECT 29599 0% 44% 25
5 BRIC 28602 1% 14% 75
6 IMAGE SCI 28303 1% 9% 112
7 SECT BIOMED IMAGE ANAL 27616 0% 27% 38
8 MULTIPLE SCLEROSIS NEUROIMMUNOL UNIT 27243 0% 92% 11
9 PENN IMAGE COMP SCI 21584 0% 33% 24
10 MED IMAGE COMP 21311 1% 11% 74

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 MEDICAL IMAGE ANALYSIS 361248 3% 34% 399
2 IEEE TRANSACTIONS ON MEDICAL IMAGING 303496 6% 17% 664
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 98238 2% 14% 252
4 INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY 79162 2% 14% 212
5 LECTURE NOTES IN COMPUTER SCIENCE 43140 10% 1% 1210
6 IEEE TRANSACTIONS ON IMAGE PROCESSING 38847 3% 5% 293
7 INTERNATIONAL JOURNAL OF COMPUTER VISION 27100 1% 7% 137
8 NEUROIMAGE 21521 3% 3% 326
9 MEDICAL PHYSICS 18974 2% 2% 290
10 COMPUTER VISION AND IMAGE UNDERSTANDING 18923 1% 6% 120

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 IMAGE SEGMENTATION 663309 9% 25% 998 Search IMAGE+SEGMENTATION Search IMAGE+SEGMENTATION
2 ACTIVE CONTOURS 564357 3% 57% 368 Search ACTIVE+CONTOURS Search ACTIVE+CONTOURS
3 IMAGE REGISTRATION 357489 4% 25% 522 Search IMAGE+REGISTRATION Search IMAGE+REGISTRATION
4 SEGMENTATION 306421 7% 13% 858 Search SEGMENTATION Search SEGMENTATION
5 ACTIVE CONTOUR MODEL 242995 1% 58% 155 Search ACTIVE+CONTOUR+MODEL Search ACTIVE+CONTOUR+MODEL
6 DEFORMABLE MODELS 208149 2% 40% 192 Search DEFORMABLE+MODELS Search DEFORMABLE+MODELS
7 LEVEL SET 188195 3% 22% 312 Search LEVEL+SET Search LEVEL+SET
8 INTENSITY INHOMOGENEITY 179366 1% 87% 76 Search INTENSITY+INHOMOGENEITY Search INTENSITY+INHOMOGENEITY
9 NON RIGID REGISTRATION 158740 1% 46% 129 Search NON+RIGID+REGISTRATION Search NON+RIGID+REGISTRATION
10 SHAPE PRIOR 129898 1% 70% 69 Search SHAPE+PRIOR Search SHAPE+PRIOR

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 2


rank cluster_id2 link
1 2616 HIGH CONTENT SCREENING//CELL SEGMENTATION//HISTOPATHOLOGICAL IMAGE ANALYSIS
2 178 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE//INTERNATIONAL JOURNAL OF COMPUTER VISION
3 391 NEUROIMAGE//NEUROIMAGING//DIFFUSION TENSOR IMAGING
4 1801 MATHEMATICAL MORPHOLOGY//DIGITAL TOPOLOGY//DIGITAL GEOMETRY
5 2457 FUZZY CLUSTERING//FUZZY C MEANS//CLUSTERING
6 1565 INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION//CHARACTER RECOGNITION//HANDWRITING RECOGNITION
7 85 FACE RECOGNITION//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//ACTION RECOGNITION
8 177 COMPRESSED SENSING//IMAGE DENOISING//IMAGE RESTORATION
9 532 COMPUTER GRAPHICS FORUM//ACM TRANSACTIONS ON GRAPHICS//COMPUTER SCIENCE, SOFTWARE ENGINEERING
10 601 MEDICAL PHYSICS//JOURNAL OF APPLIED CLINICAL MEDICAL PHYSICS//RADIAT ONCOL

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