Evidence map›Paper›PMID 36444984›Full record

ArticleeLife2022

Improving the accuracy of single-trial fMRI response estimates using GLMsingle.

Jacob S Prince, Ian Charest, Jan W Kurzawski, John A Pyles, Michael J Tarr, Kendrick N Kay

Abstract read
In one paragraph

Article in eLife, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 100 papers.

0numbers the graph read from it
0cells of the map it votes in
100citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

100 citing papers in PubMed.

  1. Article
  2. Simultaneous Cortical Responses to Multiple Written Words.Journal of cognitive neuroscience · 2026
    Article
  3. Article
  4. Article
  5. Post-saccadic disruption of semantic category information in naturalistic scenes.Cortex; a journal devoted to the study of the nervous system and behavior · 2026
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Multidimensional Feature Tuning in Category Selective Areas of Human Visual Cortex.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  11. Article
  12. Article
  13. Article
  14. Article
  15. Hierarchical Reconfiguration of Neurocognitive Task Set Representations Mediates Cognitive Flexibility.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  16. Article
  17. Article
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  19. Article
  20. Simultaneous cortical responses to multiple written words.bioRxiv : the preprint server for biology · 2026
    Article

40 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jacob S PrinceDepartment of Psychology, Harvard University, Cambridge, United States.ORCID 0000-0001-6169-9503
Ian CharestCenter for Human Brain Health, School of Psychology, University of Birmingham, Birmingham, United Kingdom.ORCID 0000-0002-3939-3003
Jan W KurzawskiDepartment of Psychology, New York University, New York, United States.ORCID 0000-0003-2781-1236
John A PylesCenter for Human Neuroscience, Department of Psychology, University of Washington, Seattle, United States.ORCID 0000-0002-7627-0504
Michael J TarrDepartment of Psychology, Neuroscience Institute, Carnegie Mellon University, Pittsburgh, United States.ORCID 0000-0003-4724-1744
Kendrick N KayCenter for Magnetic Resonance Research (CMRR), Department of Radiology, University of Minnesota, Minneapolis, United States.ORCID 0000-0001-6604-9155

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Advances in artificial intelligence have inspired a paradigm shift in human neuroscience, yielding large-scale functional magnetic resonance imaging (fMRI) datasets that provide high-resolution brain responses to thousands of naturalistic visual stimuli. Because such experiments necessarily involve brief stimulus durations and few repetitions of each stimulus, achieving sufficient signal-to-noise ratio can be a major challenge. We address this challenge by introducing

Indexed as

Artificial IntelligenceMagnetic Resonance ImagingHumansNeuroimagingReproducibility of ResultsSignal-To-Noise RatiodenoisingfMRI pre-processingGLMhumanlarge-scale datasetsMVPAneuroscienceRSAvoxel reliability

Identifiers

PMID36444984
PMCPMC9708069

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.