Class information for:
Level 1: HISTOPATHOLOGICAL IMAGE ANALYSIS//CELL SEGMENTATION//DIGITAL PATHOLOGY

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
2616 2             HIGH CONTENT SCREENING//CELL SEGMENTATION//HISTOPATHOLOGICAL IMAGE ANALYSIS 3816
9472 1                   HISTOPATHOLOGICAL IMAGE ANALYSIS//CELL SEGMENTATION//DIGITAL PATHOLOGY 1185

Terms with highest relevance score


rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 HISTOPATHOLOGICAL IMAGE ANALYSIS authKW 664871 2% 100% 25
2 CELL SEGMENTATION authKW 370367 3% 45% 31
3 DIGITAL PATHOLOGY authKW 207523 3% 21% 38
4 TISSUE COUNTER ANALYSIS authKW 204571 1% 77% 10
5 CLUMP SPLITTING authKW 195832 1% 82% 9
6 NUCLEI SEGMENTATION authKW 195403 1% 57% 13
7 NUCLEUS SEGMENTATION authKW 179511 1% 75% 9
8 ANALYT MORPHOL DERMATOL address 178768 1% 61% 11
9 NUCLEAR SEGMENTATION authKW 177292 1% 67% 10
10 COLOR DECONVOLUTION authKW 166210 1% 63% 10

Web of Science journal categories


chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Engineering, Biomedical 9640 23% 0% 272
2 Microscopy 6876 8% 0% 98
3 Medical Informatics 6221 9% 0% 108
4 Computer Science, Artificial Intelligence 5849 19% 0% 223
5 Computer Science, Interdisciplinary Applications 4214 17% 0% 196
6 Mathematical & Computational Biology 3640 10% 0% 124
7 Imaging Science & Photographic Technology 3165 8% 0% 89
8 Radiology, Nuclear Medicine & Medical Imaging 1239 14% 0% 160
9 Biochemical Research Methods 1077 11% 0% 128
10 Cell Biology 900 16% 0% 186

Address terms


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ANALYT MORPHOL DERMATOL 178768 1% 61% 11
2 JIANGSU BIG DATA ANAL TECH 159569 1% 100% 6
3 GRP DIGITAL SIGNAL PROC 110810 0% 83% 5
4 NEUROIMMUNOL MOL PATTERN RECOGNIT GRP 79785 0% 100% 3
5 OERSTED DTU AUTOMAT 59837 0% 75% 3
6 BIOSPECIMENS TUMOR BANK 53190 0% 100% 2
7 DCSIT 53190 0% 100% 2
8 ESSTT SICISI 53190 0% 100% 2
9 IDC ASIA 53190 0% 100% 2
10 MORBID ANAT SERV 53190 0% 100% 2

Journals


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 CYTOMETRY PART A 38131 4% 3% 47
2 ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY 27449 4% 2% 43
3 COMPUTERIZED MEDICAL IMAGING AND GRAPHICS 17612 3% 2% 34
4 JOURNAL OF MICROSCOPY 17218 4% 2% 43
5 ANALYTICAL CELLULAR PATHOLOGY 14554 2% 3% 19
6 IEEE TRANSACTIONS ON MEDICAL IMAGING 11912 4% 1% 42
7 IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 11875 2% 2% 19
8 MEDICAL IMAGE ANALYSIS 11787 2% 2% 23
9 COMPUTERS IN BIOLOGY AND MEDICINE 8972 3% 1% 32
10 ANALYTICAL AND QUANTITATIVE CYTOPATHOLOGY AND HISTOPATHOLOGY 6591 1% 4% 6

Author Key Words


chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 HISTOPATHOLOGICAL IMAGE ANALYSIS 664871 2% 100% 25 Search HISTOPATHOLOGICAL+IMAGE+ANALYSIS Search HISTOPATHOLOGICAL+IMAGE+ANALYSIS
2 CELL SEGMENTATION 370367 3% 45% 31 Search CELL+SEGMENTATION Search CELL+SEGMENTATION
3 DIGITAL PATHOLOGY 207523 3% 21% 38 Search DIGITAL+PATHOLOGY Search DIGITAL+PATHOLOGY
4 TISSUE COUNTER ANALYSIS 204571 1% 77% 10 Search TISSUE+COUNTER+ANALYSIS Search TISSUE+COUNTER+ANALYSIS
5 CLUMP SPLITTING 195832 1% 82% 9 Search CLUMP+SPLITTING Search CLUMP+SPLITTING
6 NUCLEI SEGMENTATION 195403 1% 57% 13 Search NUCLEI+SEGMENTATION Search NUCLEI+SEGMENTATION
7 NUCLEUS SEGMENTATION 179511 1% 75% 9 Search NUCLEUS+SEGMENTATION Search NUCLEUS+SEGMENTATION
8 NUCLEAR SEGMENTATION 177292 1% 67% 10 Search NUCLEAR+SEGMENTATION Search NUCLEAR+SEGMENTATION
9 COLOR DECONVOLUTION 166210 1% 63% 10 Search COLOR+DECONVOLUTION Search COLOR+DECONVOLUTION
10 BREAST CANCER GRADING 159569 1% 100% 6 Search BREAST+CANCER+GRADING Search BREAST+CANCER+GRADING

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 17248 ANALYTICAL AND QUANTITATIVE CYTOLOGY AND HISTOLOGY//MALIGNANCY ASSOCIATED CHANGES//KARYOMETRY
2 8690 HIGH CONTENT SCREENING//BIOIMAGE INFORMAT//LOCATION PROTEOMICS
3 13478 TELEPATHOLOGY//VIRTUAL MICROSCOPY//VIRTUAL SLIDE
4 1267 ACTIVE CONTOURS//IMAGE SEGMENTATION//ACTIVE CONTOUR MODEL
5 7508 MULTILEVEL THRESHOLDING//IMAGE THRESHOLDING//BINARIZATION
6 19636 TISSUE MICROARRAY//MULTITISSUE BLOCK//PARAFFIN TISSUE CORE BIOPSIES
7 17046 LACUNARITY//FRACTAL ANALYSIS//FRACTAL DIMENSION
8 25032 LASER SCANNING CYTOMETRY//MOL PATTERN RECOGNIT GRP//TOPONOME
9 15660 NEUROINFORMATICS//NEURITE TRACING//NEURON RECONSTRUCTION
10 31162 CAS 200//DERMATOHISTOL//AGGRESSIVE MELANOMA

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