Class information for:
Level 2: DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES

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
148 3       COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//IEEE TRANSACTIONS ON NEURAL NETWORKS//ROUGH SETS 65230
3312 2             DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES 1952
13614 1                   NEURAL NETWORKS COMPUTER//GENERAL EEG METHODOLOGY//PROGRAMA POS INFORMAT SAUDE 855
15963 1                   DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES 708
31708 1                   STAT INFORMAT TECHNOL DATA MIN//HUNAN PROV NETWORK INVEST TECHNOL//FRACTIONAL FOURIER ENTROPY 162
31972 1                   THEORY MED//OTONEUROLOGY//FUZZY HYPERCUBE 158
38151 1                   ARTIFICIAL ADAPTIVE SYSTEMS AAS//AUTO CM//GEOSPATIAL INTELLIGENCE INVEST 69

Terms with highest relevance score



rank Category termType chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 DOPPLER SIGNAL authKW 484591 2% 73% 41
2 DOPPLER HEART SOUNDS authKW 242162 1% 100% 15
3 ERYTHEMATO SQUAMOUS DISEASES authKW 130766 0% 90% 9
4 DOPPLER ULTRASOUND SIGNALS authKW 108968 0% 75% 9
5 ELECT COMP EDUC address 95505 2% 13% 44
6 NEURAL NETWORKS COMPUTER authKW 91796 1% 25% 23
7 ARTIFICIAL NEURAL NETWORK authKW 79795 13% 2% 255
8 FUZZY WEIGHTED PRE PROCESSING authKW 72646 0% 75% 6
9 STAT INFORMAT TECHNOL DATA MIN address 72646 0% 75% 6
10 THEORY MED address 72646 0% 75% 6

Web of Science journal categories



chi_square_rank Category chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 Medical Informatics 44384 19% 1% 367
2 Computer Science, Artificial Intelligence 16239 24% 0% 473
3 Engineering, Biomedical 6362 15% 0% 288
4 Computer Science, Interdisciplinary Applications 4020 13% 0% 249
5 Mathematical & Computational Biology 3900 9% 0% 166
6 Operations Research & Management Science 2800 9% 0% 175
7 Health Care Sciences & Services 2599 8% 0% 161
8 Computer Science, Theory & Methods 866 6% 0% 125
9 Engineering, Electrical & Electronic 789 14% 0% 276
10 Computer Science, Information Systems 744 6% 0% 111

Address terms



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 ELECT COMP EDUC 95505 2% 13% 44
2 STAT INFORMAT TECHNOL DATA MIN 72646 0% 75% 6
3 THEORY MED 72646 0% 75% 6
4 HUNAN PROV NETWORK INVEST TECHNOL 65916 0% 58% 7
5 ENG ARCH COMP ENG 64577 0% 100% 4
6 ENG ARCH ELECT ELECT ENG 48432 0% 100% 3
7 PROGRAMA POS INFORMAT SAUDE 48432 0% 100% 3
8 GEOSPATIAL INTELLIGENCE INVEST 44840 0% 56% 5
9 BIOMED DEVICES TECHNOL 39544 0% 35% 7
10 PSIQUIATRIA RADIOL SALUD PUBL 36317 0% 38% 6

Journals



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass
1 JOURNAL OF MEDICAL SYSTEMS 56358 4% 4% 79
2 STUDIES IN HEALTH TECHNOLOGY AND INFORMATICS 49041 2% 10% 31
3 EXPERT SYSTEMS WITH APPLICATIONS 34791 8% 1% 154
4 ARTIFICIAL INTELLIGENCE IN MEDICINE 29164 2% 5% 37
5 COMPUTERS IN BIOLOGY AND MEDICINE 23203 3% 2% 66
6 EXPERT SYSTEMS 10618 1% 3% 20
7 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 6184 2% 1% 37
8 MOLECULAR UROLOGY 4507 0% 4% 7
9 NEURAL COMPUTING & APPLICATIONS 4326 1% 1% 26
10 JOURNAL OF BIOMEDICAL INFORMATICS 3473 1% 1% 18

Author Key Words



chi_square_rank term chi_square shrOfCwithTerm shrOfTermInClass termInClass LCSH search Wikipedia search
1 DOPPLER SIGNAL 484591 2% 73% 41 Search DOPPLER+SIGNAL Search DOPPLER+SIGNAL
2 DOPPLER HEART SOUNDS 242162 1% 100% 15 Search DOPPLER+HEART+SOUNDS Search DOPPLER+HEART+SOUNDS
3 ERYTHEMATO SQUAMOUS DISEASES 130766 0% 90% 9 Search ERYTHEMATO+SQUAMOUS+DISEASES Search ERYTHEMATO+SQUAMOUS+DISEASES
4 DOPPLER ULTRASOUND SIGNALS 108968 0% 75% 9 Search DOPPLER+ULTRASOUND+SIGNALS Search DOPPLER+ULTRASOUND+SIGNALS
5 NEURAL NETWORKS COMPUTER 91796 1% 25% 23 Search NEURAL+NETWORKS+COMPUTER Search NEURAL+NETWORKS+COMPUTER
6 ARTIFICIAL NEURAL NETWORK 79795 13% 2% 255 Search ARTIFICIAL+NEURAL+NETWORK Search ARTIFICIAL+NEURAL+NETWORK
7 FUZZY WEIGHTED PRE PROCESSING 72646 0% 75% 6 Search FUZZY+WEIGHTED+PRE+PROCESSING Search FUZZY+WEIGHTED+PRE+PROCESSING
8 THYROID DISEASE DIAGNOSIS 72646 0% 75% 6 Search THYROID+DISEASE+DIAGNOSIS Search THYROID+DISEASE+DIAGNOSIS
9 OTONEUROLOGY 72640 0% 50% 9 Search OTONEUROLOGY Search OTONEUROLOGY
10 BREAST CANCER DIAGNOSIS 69113 1% 19% 22 Search BREAST+CANCER+DIAGNOSIS Search BREAST+CANCER+DIAGNOSIS

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
1 464 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//FEATURE SELECTION//SUPPORT VECTOR MACHINE
2 472 IEEE TRANSACTIONS ON NEURAL NETWORKS//COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE//EXTREME LEARNING MACHINE
3 3366 CASE BASED REASONING//TRIBOLOGY & LUBRICATION TECHNOLOGY//CASE BASE MAINTENANCE
4 2963 HEART SOUNDS//LUNG SOUNDS//RESPIRATORY SOUNDS
5 1004 DIGITAL MAMMOGRAPHY//MAMMOGRAPHY//MEDICAL PHYSICS
6 1215 ROUGH SETS//DATA MINING//ASSOCIATION RULES
7 4202 FUZZY COGNITIVE MAPS//FUZZY COGNITIVE MAPS FCMS//FUZZY COGNITIVE MAPPING
8 1274 JOURNAL OF ELECTROCARDIOLOGY//ELECTROCARDIOGRAPHY//MAGNETOCARDIOGRAPHY
9 3258 ARTIFICIAL IMMUNE SYSTEM//CONCEPTUAL IMMUNOL GRP//NEGATIVE SELECTION ALGORITHM
10 815 MEDICAL INFORMATICS//JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION//INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

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