D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Psychology D-index 36 Citations 13,086 58 World Ranking 5574 National Ranking 3145


What is he best known for?

The fields of study he is best known for:

  • Statistics
  • Cognition
  • Artificial intelligence

His primary areas of study are Brain mapping, Neuroimaging, Cognitive psychology, Field and Neuroscience. As part of his studies on Brain mapping, Tal Yarkoni often connects relevant areas like Cognition. His study explores the link between Neuroimaging and topics such as Functional magnetic resonance imaging that cross with problems in Flexibility and Identification.

His study in Cognitive psychology is interdisciplinary in nature, drawing from both Social psychology, Personality and Cognitive neuroscience. His work in the fields of Neuroscience, such as Prefrontal cortex, Working memory and Functional connectivity, overlaps with other areas such as Scale. The concepts of his Functional neuroimaging study are interwoven with issues in Human brain and Bioinformatics.

His most cited work include:

  • Large-scale automated synthesis of human functional neuroimaging data (1851 citations)
  • Promoting an open research culture (1079 citations)
  • Scanning the horizon: towards transparent and reproducible neuroimaging research (595 citations)

What are the main themes of his work throughout his whole career to date?

Tal Yarkoni spends much of his time researching Neuroimaging, Cognition, Cognitive psychology, Artificial intelligence and Neuroscience. His biological study spans a wide range of topics, including Neural correlates of consciousness and Cognitive science. Many of his research projects under Cognition are closely connected to Brain activity and meditation with Brain activity and meditation, tying the diverse disciplines of science together.

His Cognitive psychology research includes elements of Working memory, Functional magnetic resonance imaging, Operationalization and Personality. His Artificial intelligence study combines topics from a wide range of disciplines, such as Machine learning, Human brain and Pattern recognition. His work on Prefrontal cortex and Neuroinformatics as part of general Neuroscience research is often related to Scale and Coactivation, thus linking different fields of science.

He most often published in these fields:

  • Neuroimaging (23.89%)
  • Cognition (20.35%)
  • Cognitive psychology (15.93%)

What were the highlights of his more recent work (between 2019-2021)?

  • Neuroimaging (23.89%)
  • Artificial intelligence (13.27%)
  • Cognition (20.35%)

In recent papers he was focusing on the following fields of study:

His scientific interests lie mostly in Neuroimaging, Artificial intelligence, Cognition, Inference and Neural correlates of consciousness. In his works, Tal Yarkoni performs multidisciplinary study on Neuroimaging and Pathological. His Artificial intelligence research incorporates themes from Natural language processing, Functional magnetic resonance imaging and Pattern recognition.

His Cognition research is multidisciplinary, incorporating perspectives in Variety, Statistical hypothesis testing, Terminology and Cognitive science. His work deals with themes such as Operationalization, Statistical inference, Generalizability theory, Formalism and Set, which intersect with Inference. Protocol is intertwined with Data structure, Preprocessor, Image processing and Software in his research.

Between 2019 and 2021, his most popular works were:

  • The generalizability crisis. (44 citations)
  • NeuroQuery: comprehensive meta-analysis of human brain mapping (25 citations)
  • mwaskom/seaborn: v0.10.0 (January 2020) (19 citations)

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Large-scale automated synthesis of human functional neuroimaging data

Tal Yarkoni;Russell A Poldrack;Thomas E Nichols;David C Van Essen.
Nature Methods (2011)

2225 Citations

Promoting an open research culture

B. A. Nosek;G. Alter;G. C. Banks;D. Borsboom.
Science (2015)

1393 Citations

Choosing Prediction Over Explanation in Psychology: Lessons From Machine Learning:

Tal Yarkoni;Jacob Westfall.
Perspectives on Psychological Science (2017)

728 Citations

Scanning the horizon: towards transparent and reproducible neuroimaging research

Russell A. Poldrack;Chris I. Baker;Joke Durnez;Krzysztof J. Gorgolewski.
Nature Reviews Neuroscience (2017)

700 Citations

Decoding the Role of the Insula in Human Cognition: Functional Parcellation and Large-Scale Reverse Inference

Luke J. Chang;Tal Yarkoni;Mel Win Khaw;Alan G. Sanfey;Alan G. Sanfey.
Cerebral Cortex (2013)

681 Citations

Moving beyond Coltheart’s N: A new measure of orthographic similarity

Tal Yarkoni;David Balota;Melvin Yap.
Psychonomic Bulletin & Review (2008)

571 Citations

Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers

Tal Yarkoni.
Journal of Research in Personality (2010)

567 Citations

Global Connectivity of Prefrontal Cortex Predicts Cognitive Control and Intelligence

Michael W. Cole;Tal Yarkoni;Grega Repovš;Alan Anticevic.
The Journal of Neuroscience (2012)

550 Citations

Big Correlations in Little Studies: Inflated fMRI Correlations Reflect Low Statistical Power-Commentary on Vul et al. (2009).

Tal Yarkoni.
Perspectives on Psychological Science (2009)

455 Citations

How open science helps researchers succeed.

Erin C McKiernan;Philip E Bourne;C Titus Brown;Stuart Buck.
eLife (2016)

413 Citations

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Best Scientists Citing Tal Yarkoni

Simon B. Eickhoff

Simon B. Eickhoff

Heinrich Heine University Düsseldorf

Publications: 143

Tor D. Wager

Tor D. Wager

Dartmouth College

Publications: 79

Angela R. Laird

Angela R. Laird

Florida International University

Publications: 66

Jonathan Smallwood

Jonathan Smallwood

Queen's University

Publications: 65

Russell A. Poldrack

Russell A. Poldrack

Stanford University

Publications: 65

Peter T. Fox

Peter T. Fox

The University of Texas Health Science Center at San Antonio

Publications: 61

Danilo Bzdok

Danilo Bzdok

Montreal Neurological Institute and Hospital

Publications: 58

Thomas E. Nichols

Thomas E. Nichols

University of Oxford

Publications: 57

Daniel S. Margulies

Daniel S. Margulies

Centre national de la recherche scientifique, CNRS

Publications: 49

Elizabeth Jefferies

Elizabeth Jefferies

University of York

Publications: 48

Boris C. Bernhardt

Boris C. Bernhardt

Montreal Neurological Institute and Hospital

Publications: 47

Michael P. Milham

Michael P. Milham

University of California, Davis

Publications: 46

Danielle S. Bassett

Danielle S. Bassett

University of Pennsylvania

Publications: 42

Evelina Fedorenko

Evelina Fedorenko


Publications: 41

Jiang Qiu

Jiang Qiu

Southwest University

Publications: 38

Bharat B. Biswal

Bharat B. Biswal

New Jersey Institute of Technology

Publications: 37

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