Class information for:
Level 1: SEIZURE PREDICTION//SEIZURE DETECTION//ELECTROENCEPHALOGRAM EEG SIGNALS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
4458 1781 36.8 64%


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
11 4 NEUROSCIENCES//CLINICAL NEUROLOGY//NEUROL 1112395
338 3       EEG//ZHURNAL VYSSHEI NERVNOI DEYATELNOSTI IMENI I P PAVLOVA//BRAIN COMPUTER INTERFACE 37207
358 2             EEG//BRAIN COMPUTER INTERFACE//BRAIN COMPUTER INTERFACE BCI 17406
4458 1                   SEIZURE PREDICTION//SEIZURE DETECTION//ELECTROENCEPHALOGRAM EEG SIGNALS 1781

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 SEIZURE PREDICTION authKW 995329 5% 72% 81
2 SEIZURE DETECTION authKW 979206 6% 54% 105
3 ELECTROENCEPHALOGRAM EEG SIGNALS authKW 329142 1% 80% 24
4 DIMENSIONAL COMPLEXITY authKW 292531 1% 74% 23
5 SEIZURE ANTICIPATION authKW 263734 1% 77% 20
6 SPIKE DETECTION authKW 261912 2% 36% 43
7 EPILEPTIC SEIZURE DETECTION authKW 219428 1% 80% 16
8 EEG authKW 217578 19% 4% 342
9 CORRELATION DIMENSION authKW 209964 4% 16% 75
10 EPILEPTIC SEIZURE authKW 163325 2% 22% 43

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 15690 24% 0% 423
2 Clinical Neurology 5655 25% 0% 451
3 Medical Informatics 5221 7% 0% 121
4 Neurosciences 4667 31% 0% 551
5 Computer Science, Artificial Intelligence 3840 13% 0% 224
6 Mathematical & Computational Biology 3061 8% 0% 140
7 Computer Science, Interdisciplinary Applications 1892 9% 0% 166
8 Psychology, Biological 759 2% 0% 44
9 Computer Science, Cybernetics 599 2% 0% 32
10 Psychology 431 4% 0% 69

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 ST S CARE 88164 0% 86% 6
2 HELMHOLTZ RADIAT NUCL PHYS 84914 1% 24% 21
3 NEUROL BIOENGN 47616 0% 56% 5
4 NEUROSCI COGNIT IMAGERIE CEREBRALE 44064 1% 21% 12
5 BIOMED INFORMAT CIVIL ENVIRONM ENGN 38571 0% 75% 3
6 BIOSIGNAL ANAL FUNDAMENTALS 38571 0% 75% 3
7 BRAIN DYNAM COGNIT ENGN 38571 0% 75% 3
8 GUYS ST THOMAS EVELINA HOSP CHILDREN 38571 0% 75% 3
9 MULTIDIMENS DATA ANAL KNOWLEDGE MANAGEMENT 38571 0% 75% 3
10 BERNSTEIN COMPUTAT NEUROSCI FREIBURG 38565 0% 38% 6

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 INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 163016 4% 12% 77
2 ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY 34001 5% 2% 83
3 CLINICAL NEUROPHYSIOLOGY 31392 5% 2% 96
4 COMPUTERS IN BIOLOGY AND MEDICINE 16450 3% 2% 53
5 JOURNAL OF CLINICAL NEUROPHYSIOLOGY 16090 2% 2% 39
6 CLINICAL EEG AND NEUROSCIENCE 12965 1% 4% 19
7 BIOMEDICAL SIGNAL PROCESSING AND CONTROL 9759 1% 2% 23
8 IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 9521 4% 1% 66
9 EPILEPSY & BEHAVIOR 8078 2% 1% 44
10 INTEGRATED COMPUTER-AIDED ENGINEERING 7010 1% 3% 15

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 SEIZURE PREDICTION 995329 5% 72% 81 Search SEIZURE+PREDICTION Search SEIZURE+PREDICTION
2 SEIZURE DETECTION 979206 6% 54% 105 Search SEIZURE+DETECTION Search SEIZURE+DETECTION
3 ELECTROENCEPHALOGRAM EEG SIGNALS 329142 1% 80% 24 Search ELECTROENCEPHALOGRAM+EEG+SIGNALS Search ELECTROENCEPHALOGRAM+EEG+SIGNALS
4 DIMENSIONAL COMPLEXITY 292531 1% 74% 23 Search DIMENSIONAL+COMPLEXITY Search DIMENSIONAL+COMPLEXITY
5 SEIZURE ANTICIPATION 263734 1% 77% 20 Search SEIZURE+ANTICIPATION Search SEIZURE+ANTICIPATION
6 SPIKE DETECTION 261912 2% 36% 43 Search SPIKE+DETECTION Search SPIKE+DETECTION
7 EPILEPTIC SEIZURE DETECTION 219428 1% 80% 16 Search EPILEPTIC+SEIZURE+DETECTION Search EPILEPTIC+SEIZURE+DETECTION
8 EEG 217578 19% 4% 342 Search EEG Search EEG
9 CORRELATION DIMENSION 209964 4% 16% 75 Search CORRELATION+DIMENSION Search CORRELATION+DIMENSION
10 EPILEPTIC SEIZURE 163325 2% 22% 43 Search EPILEPTIC+SEIZURE Search EPILEPTIC+SEIZURE

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 STAM, CJ , (2005) NONLINEAR DYNAMICAL ANALYSIS OF EEG AND MEG: REVIEW OF AN EMERGING FIELD.CLINICAL NEUROPHYSIOLOGY. VOL. 116. ISSUE 10. P. 2266 -2301 196 49% 492
2 FAUST, O , ACHARYA, UR , ADELI, H , ADELI, A , (2015) WAVELET-BASED EEG PROCESSING FOR COMPUTER-AIDED SEIZURE DETECTION AND EPILEPSY DIAGNOSIS.SEIZURE-EUROPEAN JOURNAL OF EPILEPSY. VOL. 26. ISSUE . P. 56 -64 80 78% 26
3 IASEMIDIS, LD , (2011) SEIZURE PREDICTION AND ITS APPLICATIONS.NEUROSURGERY CLINICS OF NORTH AMERICA. VOL. 22. ISSUE 4. P. 489 -+ 96 77% 15
4 ACHARYA, UR , SREE, SV , SWAPNA, G , MARTIS, RJ , SURI, JS , (2013) AUTOMATED EEG ANALYSIS OF EPILEPSY: A REVIEW.KNOWLEDGE-BASED SYSTEMS. VOL. 45. ISSUE . P. 147-165 68 69% 58
5 MORMANN, F , ANDRZEJAK, RG , ELGER, CE , LEHNERTZ, K , (2007) SEIZURE PREDICTION: THE LONG AND WINDING ROAD.BRAIN. VOL. 130. ISSUE . P. 314 -333 68 54% 346
6 SHARMILA, A , GEETHANJALI, P , (2016) DETECTION OF EPILEPTIC SEIZURE FROM ELECTROENCEPHALOGRAM SIGNALS BASED ON FEATURE RANKING AND BEST FEATURE SUBSET USING MUTUAL INFORMATION ESTIMATION.JOURNAL OF MEDICAL IMAGING AND HEALTH INFORMATICS. VOL. 6. ISSUE 8. P. 1850 -1864 59 79% 0
7 MORMANN, F , ELGER, CE , LEHNERTZ, K , (2006) SEIZURE ANTICIPATION: FROM ALGORITHMS TO CLINICAL PRACTICE.CURRENT OPINION IN NEUROLOGY. VOL. 19. ISSUE 2. P. 187-193 48 98% 41
8 ZHANG, YL , ZHOU, WD , YUAN, SS , (2015) MULTIFRACTAL ANALYSIS AND RELEVANCE VECTOR MACHINE-BASED AUTOMATIC SEIZURE DETECTION IN INTRACRANIAL EEG.INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. VOL. 25. ISSUE 6. P. - 42 71% 20
9 ACHARYA, UR , SREE, SV , ALVIN, APC , YANTI, R , SURI, JS , (2012) APPLICATION OF NON-LINEAR AND WAVELET BASED FEATURES FOR THE AUTOMATED IDENTIFICATION OF EPILEPTIC EEG SIGNALS.INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. VOL. 22. ISSUE 2. P. - 42 82% 49
10 WANG, Y , ZHOU, WD , YUAN, Q , LI, XL , MENG, QF , ZHAO, XH , WANG, JW , (2013) COMPARISON OF ICTAL AND INTERICTAL EEG SIGNALS USING FRACTAL FEATURES.INTERNATIONAL JOURNAL OF NEURAL SYSTEMS. VOL. 23. ISSUE 6. P. - 44 86% 11

Classes with closest relation at Level 1


Rank Class id link
1 14954 HIGH FREQUENCY OSCILLATIONS//FAST RIPPLES//SEIZURE ONSET ZONE
2 25964 SHORT TERM SPECTRAL PATTERNS//EEG MICROSTATES//MICROSTATES
3 37557 CRITICAL EXPONENT METHOD//PHONEME ATTRACTOR//RECONSTRUCTED PHASE SPACES RPSS
4 19428 MULTISCALE ENTROPY//SAMPLE ENTROPY//APPROXIMATE ENTROPY
5 1362 CORRELATION DIMENSION//SURROGATE DATA//CHAOS
6 11742 OCULAR ARTIFACT//ARTIFACT REMOVAL//ELECTROOCULOGRAM EOG
7 13719 LOW RESOLUTION BRAIN ELECTROMAGNETIC TOMOGRAPHY LORETA//QUANTITATIVE EEG//RESTING STATE ELECTROENCEPHALOGRAPHY EEG
8 23862 PERMUTATION ENTROPY//ORDINAL PATTERNS//CHAOS BIOL GRP
9 37039 SECT PL ELECT//AUTONOMOUS SYSTEM SECURITY//BIOMETRIC PROTOCOLS
10 13064 SLEEP STAGING//ACTIGRAPHY//SLEEP SCORING

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