Class information for:
Level 1: ELECTROCARDIOGRAM ECG//QRS DETECTION//ECG SIGNAL

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4084 1850 26.5 54%


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
8 4 CARDIAC & CARDIOVASCULAR SYSTEM//PERIPHERAL VASCULAR DISEASES//CARDIOL 1276458
312 3       ARTERIAL STIFFNESS//HEART RATE VARIABILITY//SYNCOPE 40088
2511 2             PHOTOPLETHYSMOGRAPHY//ELECTROCARDIOGRAM ECG//ECG 3844
4084 1                   ELECTROCARDIOGRAM ECG//QRS DETECTION//ECG SIGNAL 1850

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 ELECTROCARDIOGRAM ECG authKW 662834 6% 39% 102
2 QRS DETECTION authKW 567508 3% 72% 48
3 ECG SIGNAL authKW 469404 3% 59% 48
4 ECG authKW 452805 13% 12% 235
5 ECG COMPRESSION authKW 382030 1% 93% 25
6 BASELINE WANDER authKW 340486 2% 74% 28
7 HEARTBEAT CLASSIFICATION authKW 332824 1% 92% 22
8 MIT BIH ARRHYTHMIA DATABASE authKW 297893 1% 95% 19
9 ARRHYTHMIA CLASSIFICATION authKW 297069 1% 100% 18
10 ECG BEAT CLASSIFICATION authKW 264062 1% 100% 16

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Engineering, Biomedical 61806 46% 0% 845
2 Medical Informatics 46585 20% 1% 363
3 Computer Science, Interdisciplinary Applications 7572 18% 0% 326
4 Mathematical & Computational Biology 7495 12% 0% 220
5 Computer Science, Artificial Intelligence 3374 12% 0% 215
6 Engineering, Electrical & Electronic 2296 22% 0% 414
7 Computer Science, Theory & Methods 970 7% 0% 128
8 Medical Laboratory Technology 872 4% 0% 71
9 Computer Science, Information Systems 748 6% 0% 107
10 Instruments & Instrumentation 434 6% 0% 104

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 CARDIOVASC GRP CVRG 80865 0% 70% 7
2 INFORMAT PROC CHAIR 66015 0% 100% 4
3 BIOMED ENGN PROF IVAN DASKALOV 54007 0% 55% 6
4 CVRG 51571 0% 63% 5
5 NETAJI NAGAR DAY 49512 0% 100% 3
6 BIOMED SIGNAL IMAGE PROC 41255 0% 50% 5
7 COMMUN TECHNOL GRP 38717 1% 18% 13
8 BIOMED COMP SYST IMAGING 33008 0% 100% 2
9 MATERNAL INFANT CARE TELEMONITORING 33008 0% 100% 2
10 NICEL 33008 0% 100% 2

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 91882 11% 3% 208
2 BIOMEDICAL SIGNAL PROCESSING AND CONTROL 89810 4% 8% 71
3 MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING 35525 5% 2% 97
4 PHYSIOLOGICAL MEASUREMENT 33659 4% 3% 73
5 JOURNAL OF MECHANICS IN MEDICINE AND BIOLOGY 25660 2% 4% 40
6 COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 21254 4% 2% 66
7 COMPUTERS AND BIOMEDICAL RESEARCH 18980 2% 4% 31
8 JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS 18551 2% 4% 32
9 IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE 17151 2% 3% 33
10 MEDICAL ENGINEERING & PHYSICS 13568 3% 2% 49

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 ELECTROCARDIOGRAM ECG 662834 6% 39% 102 Search ELECTROCARDIOGRAM+ECG Search ELECTROCARDIOGRAM+ECG
2 QRS DETECTION 567508 3% 72% 48 Search QRS+DETECTION Search QRS+DETECTION
3 ECG SIGNAL 469404 3% 59% 48 Search ECG+SIGNAL Search ECG+SIGNAL
4 ECG 452805 13% 12% 235 Search ECG Search ECG
5 ECG COMPRESSION 382030 1% 93% 25 Search ECG+COMPRESSION Search ECG+COMPRESSION
6 BASELINE WANDER 340486 2% 74% 28 Search BASELINE+WANDER Search BASELINE+WANDER
7 HEARTBEAT CLASSIFICATION 332824 1% 92% 22 Search HEARTBEAT+CLASSIFICATION Search HEARTBEAT+CLASSIFICATION
8 MIT BIH ARRHYTHMIA DATABASE 297893 1% 95% 19 Search MIT+BIH+ARRHYTHMIA+DATABASE Search MIT+BIH+ARRHYTHMIA+DATABASE
9 ARRHYTHMIA CLASSIFICATION 297069 1% 100% 18 Search ARRHYTHMIA+CLASSIFICATION Search ARRHYTHMIA+CLASSIFICATION
10 ECG BEAT CLASSIFICATION 264062 1% 100% 16 Search ECG+BEAT+CLASSIFICATION Search ECG+BEAT+CLASSIFICATION

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.


Rank Reference # ref. in
cl.		 Shr. of ref. in
cl.		 Citations
1 MANIKANDAN, MS , DANDAPAT, S , (2014) WAVELET-BASED ELECTROCARDIOGRAM SIGNAL COMPRESSION METHODS AND THEIR PERFORMANCES: A PROSPECTIVE REVIEW.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 14. ISSUE . P. 73 -107 116 83% 7
2 LUZ, EJD , SCHWARTZ, WR , CAMARA-CHAVEZ, G , MENOTTI, D , (2016) ECG-BASED HEARTBEAT CLASSIFICATION FOR ARRHYTHMIA DETECTION: A SURVEY.COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE. VOL. 127. ISSUE . P. 144 -164 83 86% 2
3 KOHLER, BU , HENNIG, C , ORGLMEISTER, R , (2002) THE PRINCIPLES OF SOFTWARE QRS DETECTION.IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE. VOL. 21. ISSUE 1. P. 42-57 55 87% 422
4 SANSONE, M , FUSCO, R , PEPINO, A , SANSONE, C , (2013) ELECTROCARDIOGRAM PATTERN RECOGNITION AND ANALYSIS BASED ON ARTIFICIAL NEURAL NETWORKS AND SUPPORT VECTOR MACHINES: A REVIEW.JOURNAL OF HEALTHCARE ENGINEERING. VOL. 4. ISSUE 4. P. 465 -504 67 63% 1
5 ELGENDI, M , ESKOFIER, B , DOKOS, S , ABBOTT, D , (2014) REVISITING QRS DETECTION METHODOLOGIES FOR PORTABLE, WEARABLE, BATTERY-OPERATED, AND WIRELESS ECG SYSTEMS.PLOS ONE. VOL. 9. ISSUE 1. P. - 48 73% 21
6 MARTIS, RJ , ACHARYA, UR , ADELI, H , (2014) CURRENT METHODS IN ELECTROCARDIOGRAM CHARACTERIZATION.COMPUTERS IN BIOLOGY AND MEDICINE. VOL. 48. ISSUE . P. 133 -149 66 52% 22
7 MANIKANDAN, MS , DANDAPAT, S , (2008) WAVELET THRESHOLD BASED TDL AND TDR ALGORITHMS FOR REAL-TIME ECG SIGNAL COMPRESSION.BIOMEDICAL SIGNAL PROCESSING AND CONTROL. VOL. 3. ISSUE 1. P. 44 -66 46 96% 9
8 PHUKPATTARANONT, P , (2015) QRS DETECTION ALGORITHM BASED ON THE QUADRATIC FILTER.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 42. ISSUE 11. P. 4867 -4877 33 89% 7
9 HOMAEINEZHAD, MR , ATYABI, SA , TAVAKKOLI, E , TOOSI, HN , GHAFFARI, A , EBRAHIMPOUR, R , (2012) ECG ARRHYTHMIA RECOGNITION VIA A NEURO-SVM-KNN HYBRID CLASSIFIER WITH VIRTUAL QRS IMAGE-BASED GEOMETRICAL FEATURES.EXPERT SYSTEMS WITH APPLICATIONS. VOL. 39. ISSUE 2. P. 2047 -2058 35 88% 31
10 HOMAEINEZHAD, MR , GHAFFARI, A , RAHMANI, R , (2012) REVIEW: MULTI-LEAD DISCRETE WAVELET-BASED ECG ARRHYTHMIA RECOGNITION VIA SEQUENTIAL PARTICLE SUPPORT VECTOR MACHINE CLASSIFIERS.JOURNAL OF MEDICAL AND BIOLOGICAL ENGINEERING. VOL. 32. ISSUE 6. P. 381-396 45 76% 2

Classes with closest relation at Level 1


Rank Class id link
1 36565 CONTINUOUS MULTIRESOLUTION ENTROPY//HIGHLY AMPLIFIED ECG//MAXIMUM ENTROPY SPECTRAL ESTIMATION
2 15264 JOURNAL OF ELECTROCARDIOLOGY//ELECTRODE MISPLACEMENT//EASI LEAD SYSTEM
3 37039 SECT PL ELECT//AUTONOMOUS SYSTEM SECURITY//BIOMETRIC PROTOCOLS
4 18670 DRY ELECTRODE//CAPACITIVE ELECTRODE//PHYS ELECT QUANTUM TECHNOL
5 12841 MAGNETOCARDIOGRAPHY//MAGNETOCARDIOGRAM//FETAL MAGNETOCARDIOGRAPHY
6 9791 WIRELESS BODY AREA NETWORKS//IEEE 802156//WBAN
7 16684 DOPPLER SIGNAL//DOPPLER HEART SOUNDS//ERYTHEMATO SQUAMOUS DISEASES
8 16723 INNOVAT BIOENGN GRP//MAIN ATRIAL WAVE//ATRIAL FIBRILLATORY RATE
9 15102 ALARM FATIGUE//AUDITORY WARNINGS//ALARMS
10 37376 UNIVERSAL TESTING SEQUENCE//DECIDABILITY IN THE LIMIT//WEAK CONFORMANCE

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