Class information for:
Level 1: MULTIVOXEL PATTERN ANALYSIS//MVPA//MULTIVARIATE PATTERN ANALYSIS

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
20122 475 45.2 74%


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
49 3       ALZHEIMERS DISEASE//AMYOTROPHIC LATERAL SCLEROSIS//DEMENTIA 92146
518 2             NEUROIMAGE//FMRI//BOLD 15113
20122 1                   MULTIVOXEL PATTERN ANALYSIS//MVPA//MULTIVARIATE PATTERN ANALYSIS 475

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 MULTIVOXEL PATTERN ANALYSIS authKW 614034 7% 29% 33
2 MVPA authKW 612652 10% 21% 46
3 MULTIVARIATE PATTERN ANALYSIS authKW 349279 5% 23% 24
4 FUNCTIONAL MAGNETIC RESONANCE IMAGING DATA ANALYSIS authKW 205707 1% 80% 4
5 HYPERALIGNMENT authKW 192852 1% 100% 3
6 MULTIVARIATE PATTERN ANALYSIS MVPA authKW 178011 1% 46% 6
7 VOXEL SELECTION authKW 171421 1% 67% 4
8 BRAIN DECODING authKW 144631 1% 38% 6
9 REPRESENTATIONAL SIMILARITY ANALYSIS authKW 137127 2% 27% 8
10 HILBERT SCHMIDT PRODUCT authKW 128568 0% 100% 2

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 Neuroimaging 29208 31% 0% 146
2 Neurosciences 6865 69% 0% 326
3 Radiology, Nuclear Medicine & Medical Imaging 3436 33% 0% 158
4 Computer Science, Artificial Intelligence 483 9% 0% 42
5 Psychology, Experimental 407 7% 0% 32
6 Mathematical & Computational Biology 266 5% 0% 22
7 Imaging Science & Photographic Technology 211 3% 0% 15
8 Psychology 208 5% 0% 24
9 Engineering, Biomedical 185 5% 0% 26
10 Computer Science, Interdisciplinary Applications 105 5% 0% 22

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 STUDY LANGUAGE INFORMAT 88987 3% 12% 12
2 CIMA MATH ITS PLICAT 85711 0% 67% 2
3 SECT FUNCT IMAGING METHODS 65072 2% 11% 9
4 AKAMA 64284 0% 100% 1
5 ATHINOULA A MARTIOS BIOMED IMAGING 64284 0% 100% 1
6 BRAIN IMAGC ANAL UNIT 64284 0% 100% 1
7 BRAIN RIO GRANDE DO SUL INSCER RS 64284 0% 100% 1
8 COGNITVE NEUROSCI LEARNING 64284 0% 100% 1
9 COMPLEXUS GRP 64284 0% 100% 1
10 DYNAM COGNIT 64284 0% 100% 1

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 NEUROIMAGE 70438 25% 1% 117
2 FRONTIERS IN NEUROINFORMATICS 20728 2% 4% 9
3 NEUROINFORMATICS 7044 1% 2% 6
4 FRONTIERS IN HUMAN NEUROSCIENCE 4291 3% 0% 16
5 HUMAN BRAIN MAPPING 3764 3% 0% 14
6 IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT 3656 1% 2% 3
7 NOUVELLE REVUE FRANCAISE 1946 0% 3% 1
8 IEEE TRANSACTIONS ON MEDICAL IMAGING 1678 2% 0% 10
9 CEREBRAL CORTEX 1424 2% 0% 10
10 JOURNAL OF SPECULATIVE PHILOSOPHY 1310 0% 2% 1

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 MULTIVOXEL PATTERN ANALYSIS 614034 7% 29% 33 Search MULTIVOXEL+PATTERN+ANALYSIS Search MULTIVOXEL+PATTERN+ANALYSIS
2 MVPA 612652 10% 21% 46 Search MVPA Search MVPA
3 MULTIVARIATE PATTERN ANALYSIS 349279 5% 23% 24 Search MULTIVARIATE+PATTERN+ANALYSIS Search MULTIVARIATE+PATTERN+ANALYSIS
4 FUNCTIONAL MAGNETIC RESONANCE IMAGING DATA ANALYSIS 205707 1% 80% 4 Search FUNCTIONAL+MAGNETIC+RESONANCE+IMAGING+DATA+ANALYSIS Search FUNCTIONAL+MAGNETIC+RESONANCE+IMAGING+DATA+ANALYSIS
5 HYPERALIGNMENT 192852 1% 100% 3 Search HYPERALIGNMENT Search HYPERALIGNMENT
6 MULTIVARIATE PATTERN ANALYSIS MVPA 178011 1% 46% 6 Search MULTIVARIATE+PATTERN+ANALYSIS+MVPA Search MULTIVARIATE+PATTERN+ANALYSIS+MVPA
7 VOXEL SELECTION 171421 1% 67% 4 Search VOXEL+SELECTION Search VOXEL+SELECTION
8 BRAIN DECODING 144631 1% 38% 6 Search BRAIN+DECODING Search BRAIN+DECODING
9 REPRESENTATIONAL SIMILARITY ANALYSIS 137127 2% 27% 8 Search REPRESENTATIONAL+SIMILARITY+ANALYSIS Search REPRESENTATIONAL+SIMILARITY+ANALYSIS
10 HILBERT SCHMIDT PRODUCT 128568 0% 100% 2 Search HILBERT+SCHMIDT+PRODUCT Search HILBERT+SCHMIDT+PRODUCT

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 HAYNES, JD , (2015) A PRIMER ON PATTERN-BASED APPROACHES TO FMRI: PRINCIPLES, PITFALLS, AND PERSPECTIVES.NEURON. VOL. 87. ISSUE 2. P. 257 -270 42 45% 22
2 HAXBY, JV , CONNOLLY, AC , GUNTUPALLI, JS , (2014) DECODING NEURAL REPRESENTATIONAL SPACES USING MULTIVARIATE PATTERN ANALYSIS.ANNUAL REVIEW OF NEUROSCIENCE, VOL 37. VOL. 37. ISSUE . P. 435 -456 31 50% 48
3 VAROQUAUX, G , RAAMANA, PR , ENGEMANN, DA , HOYOS-IDROBO, A , SCHWARTZ, Y , THIRION, B , (2017) ASSESSING AND TUNING BRAIN DECODERS: CROSS-VALIDATION, CAVEATS, AND GUIDELINES.NEUROIMAGE. VOL. 145. ISSUE . P. 166 -179 23 50% 1
4 ETZEL, JA , ZACKS, JM , BRAVER, TS , (2013) SEARCHLIGHT ANALYSIS: PROMISE, PITFALLS, AND POTENTIAL.NEUROIMAGE. VOL. 78. ISSUE . P. 261 -269 25 68% 32
5 ALLEFELD, C , GORGEN, K , HAYNES, JD , (2016) VALID POPULATION INFERENCE FOR INFORMATION-BASED IMAGING: FROM THE SECOND-LEVEL T-TEST TO PREVALENCE INFERENCE.NEUROIMAGE. VOL. 141. ISSUE . P. 378 -392 28 58% 1
6 PEREIRA, F , MITCHELL, T , BOTVINICK, M , (2009) MACHINE LEARNING CLASSIFIERS AND FMRI: A TUTORIAL OVERVIEW.NEUROIMAGE. VOL. 45. ISSUE 1. P. S199-S209 14 70% 476
7 MISAKI, M , KIM, Y , BANDETTINI, PA , KRIEGESKORTE, N , (2010) COMPARISON OF MULTIVARIATE CLASSIFIERS AND RESPONSE NORMALIZATIONS FOR PATTERN-INFORMATION FMRI.NEUROIMAGE. VOL. 53. ISSUE 1. P. 103-118 19 68% 126
8 HAUSFELD, L , VALENTE, G , FORMISANO, E , (2014) MULTICLASS FMRI DATA DECODING AND VISUALIZATION USING SUPERVISED SELF-ORGANIZING MAPS.NEUROIMAGE. VOL. 96. ISSUE . P. 54 -66 25 58% 5
9 NASELARIS, T , KAY, KN , NISHIMOTO, S , GALLANT, JL , (2011) ENCODING AND DECODING IN FMRI.NEUROIMAGE. VOL. 56. ISSUE 2. P. 400-410 31 36% 117
10 TONG, F , PRATTE, MS , (2012) DECODING PATTERNS OF HUMAN BRAIN ACTIVITY.ANNUAL REVIEW OF PSYCHOLOGY, VOL 63. VOL. 63. ISSUE . P. 483-509 38 29% 88

Classes with closest relation at Level 1


Rank Class id link
1 6758 INFERIOR TEMPORAL CORTEX//OBJECT RECOGNITION//PARAHIPPOCAMPAL PLACE AREA
2 28570 HYPERSCANNING//INTERSUBJECT CORRELATION//TEAM NEURODYNAMICS
3 1565 BOLD//FMRI//NEUROIMAGE
4 15799 NEUROFEEDBACK//REAL TIME FMRI//EEG BIOFEEDBACK
5 315 FUNCTIONAL CONNECTIVITY//RESTING STATE//RESTING STATE FMRI
6 24116 MULTIVARIATE EIGENVALUE PROBLEM//CANONICAL CORRELATION ANALYSIS//MAXBET
7 23888 ACTIVE INFERENCE//PREDICTIVE CODING//WELLCOME TRUST NEUROIMAGING
8 14351 NEUROINFORMATICS//CO VOGT BRAIN//CLIN NEUROSCI MED PSYCHOL
9 14251 MENTAL IMAGERY//CATEGORICAL AND COORDINATE SPATIAL RELATIONS//VISUAL IMAGERY
10 1781 RECOLLECTION//EPISODIC MEMORY//FAMILIARITY

Go to start page