Class information for:
Level 1: ECG BEAT CLASSIFICATION//ELECTROCARDIOGRAM ECG//ECG DATA COMPRESSION

Basic class information
ID Publications Average number
of references		 Avg. shr. active
ref. in WoS
4768 1655 24.6 51%


Bar chart of Publication_year

Last years might be incomplete

Classes in level above (level 2)


ID, lev.
above		 Publications Label for level above
1017 9849 JOURNAL OF ELECTROCARDIOLOGY//LATE POTENTIALS//ELECTROCARDIOGRAPHY

Terms with highest relevance score


Rank Term Type of term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 ECG BEAT CLASSIFICATION Author keyword 26 80% 1% 16
2 ELECTROCARDIOGRAM ECG Author keyword 23 25% 5% 78
3 ECG DATA COMPRESSION Author keyword 21 78% 1% 14
4 HEARTBEAT CLASSIFICATION Author keyword 21 73% 1% 16
5 QRS DETECTION Author keyword 18 36% 2% 41
6 BEAT CLASSIFICATION Author keyword 15 82% 1% 9
7 ARRHYTHMIA CLASSIFICATION Author keyword 14 57% 1% 16
8 ECG PROCESSING Author keyword 13 67% 1% 12
9 ECG COMPRESSION Author keyword 11 39% 1% 22
10 ELECTROCARDIOGRAM ECG SIGNALS Author keyword 11 69% 1% 9

Web of Science journal categories

Author Key Words


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class		 LCSH search Wikipedia search
1 ECG BEAT CLASSIFICATION 26 80% 1% 16 Search ECG+BEAT+CLASSIFICATION Search ECG+BEAT+CLASSIFICATION
2 ELECTROCARDIOGRAM ECG 23 25% 5% 78 Search ELECTROCARDIOGRAM+ECG Search ELECTROCARDIOGRAM+ECG
3 ECG DATA COMPRESSION 21 78% 1% 14 Search ECG+DATA+COMPRESSION Search ECG+DATA+COMPRESSION
4 HEARTBEAT CLASSIFICATION 21 73% 1% 16 Search HEARTBEAT+CLASSIFICATION Search HEARTBEAT+CLASSIFICATION
5 QRS DETECTION 18 36% 2% 41 Search QRS+DETECTION Search QRS+DETECTION
6 BEAT CLASSIFICATION 15 82% 1% 9 Search BEAT+CLASSIFICATION Search BEAT+CLASSIFICATION
7 ARRHYTHMIA CLASSIFICATION 14 57% 1% 16 Search ARRHYTHMIA+CLASSIFICATION Search ARRHYTHMIA+CLASSIFICATION
8 ECG PROCESSING 13 67% 1% 12 Search ECG+PROCESSING Search ECG+PROCESSING
9 ECG COMPRESSION 11 39% 1% 22 Search ECG+COMPRESSION Search ECG+COMPRESSION
10 ELECTROCARDIOGRAM ECG SIGNALS 11 69% 1% 9 Search ELECTROCARDIOGRAM+ECG+SIGNALS Search ELECTROCARDIOGRAM+ECG+SIGNALS

Key Words Plus


Rank Web of Science journal category Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 BEAT CLASSIFICATION 46 82% 2% 27
2 QRS DETECTION 31 38% 4% 66
3 ARRHYTHMIA DATABASE 27 83% 1% 15
4 INTERVAL FEATURES 25 65% 1% 24
5 ECG SIGNALS 21 59% 1% 24
6 ECG 20 11% 11% 180
7 SIGNAL COMPRESSION 18 52% 2% 25
8 ECG DATA COMPRESSION 17 55% 1% 21
9 HEARTBEAT INTERVAL FEATURES 17 72% 1% 13
10 BASE LINE WANDER 15 68% 1% 13

Journals

Reviews


Title Publ. year Cit. Active references % act. ref.
to same field
The principles of software QRS detection 2002 335 64 86%
Wavelet transforms and the ECG: a review 2005 127 95 38%
A comprehensive survey of wearable and wireless ECG monitoring systems for older adults 2013 8 77 38%
Review: Multi-lead Discrete Wavelet-based ECG Arrhythmia Recognition via Sequential Particle Support Vector Machine Classifiers 2012 2 59 76%
ECG DATA-COMPRESSION TECHNIQUES - A UNIFIED APPROACH 1990 259 23 57%
Wireless Medical-Embedded Systems: A Review of Signal-Processing Techniques for Classification 2013 2 50 52%
Wavelet-based electrocardiogram signal compression methods and their performances: A prospective review 2014 0 134 83%
A Review on ECG Signal Processing and HRV Analysis 2013 2 24 42%
Knowledge-based ECG interpretation: a critical review 2000 27 23 83%
Electrocardiogram Pattern Recognition and Analysis Based on Artificial Neural Networks and Support Vector Machines: A Review 2013 0 92 65%

Address terms


Rank Address term Relevance score
(tfidf)		 Class's shr.
of term's tot.
occurrences		 Shr. of publ.
in class containing
term		 Num. of
publ. in
class
1 CARDIOVASC GRP CVRG 11 78% 0.4% 7
2 INFORMAT PROC CHAIR 6 100% 0.2% 4
3 CVRG 5 63% 0.3% 5
4 BIOMED ENGN PROF IVAN DASKALOV 5 55% 0.4% 6
5 COMMUN TECHNOL GRP 5 24% 1.0% 17
6 ELE O MED SPEECH TECHNOL 4 75% 0.2% 3
7 MECHATRON MECH 4 75% 0.2% 3
8 BIOMED SIGNAL IMAGE PROC 4 56% 0.3% 5
9 NETAJI NAGAR DAY 3 100% 0.2% 3
10 ESTUDIOS ELECT TECNOL INFORMAC 2 67% 0.1% 2

Related classes at same level (level 1)


Rank Relatedness score Related classes
1 0.0000135278 INNOVAT BIOENGN GRP//MAIN ATRIAL WAVE//ATRIAL FIBRILLATORY RATE
2 0.0000129342 ELECTRODE MISPLACEMENT//ELECTROCARDIOGRAM INTERPRETATION//EASI LEAD SYSTEM
3 0.0000127254 MOBILE TELEMEDICINE//MED INFORMAT RADIOL DIAG IMEDIR//HEALTHCARE TELEMATICS
4 0.0000123015 DRY ELECTRODE//PHYS ELECT QUANTUM TECHNOL//BIOELECTRIC RECORDINGS
5 0.0000083107 LEVEL CROSSING SAMPLING//CHANNEL IDENTIFICATION MACHINES//TIME ENCODING MACHINES
6 0.0000070830 LATE POTENTIALS//VENTRICULAR LATE POTENTIALS//SIGNAL AVERAGED ECG
7 0.0000065911 PERCEIVED URGENCY//AUDITORY WARNINGS//ALARM FATIGUE
8 0.0000053670 PHOTOPLETHYSMOGRAPHY//PULSE TRANSIT TIME//PHOTOPLETHYSMOGRAM PPG
9 0.0000051699 OCULAR ARTIFACT//OCULAR ARTIFACTS//ARTIFACT REMOVAL
10 0.0000047781 ADAPTIVE NOTCH FILTERING//ADAPTIVE IIR FILTERING//TIME VARYING PROCESSES