Evidence map›Paper›PMID 33108778›Full record

ArticleJournal of neural engineering2021

Predicting task performance from biomarkers of mental fatigue in global brain activity.

Lin Yao, Jonathan L Baker, Nicholas D Schiff, Keith P Purpura, Mahsa Shoaran

Open access · hybridAbstract read
In one paragraph

Article in Journal of neural engineering, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
1.9field-weighted citation impact, top 14% of its field
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

9 citing papers in PubMed, 31 citations in OpenAlex.

  1. Article
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  6. Regulation of arousal and performance of a healthy non-human primate using closed-loop central thalamic deep brain stimulation.International IEEE/EMBS Conference on Neural Engineering : [proceedings]. International IEEE EMBS Conference on Neural Engineering · 2023
    Article
  7. Review
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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

5 authors at 1 institution in 3 countries.

Lin YaoFrontiers Science Center for Brain&Brain-machine Integration, Zhejiang University, Hangzhou, Zhejiang 310000, People's Republic of China.ORCID 0000-0003-2065-7280
Jonathan L BakerFeil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021, United States of America.
Nicholas D SchiffFeil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021, United States of America.
Keith P PurpuraFeil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, NY 10021, United States of America.
Mahsa ShoaranSchool of Electrical and Computer Engineering, Cornell University, Ithaca, NY 14850, United States of America.ORCID 0000-0002-6426-4799
Cornell University · US

Funding

Implantable Neurostimulators for Control of Oscillatory Brain NetworksR01MH123634 · NIMH · UNIVERSITY OF MINNESOTA · PI SHOARAN, MAHSA, WIDGE, ALIK S. · 2020 to 2024
$6.7M
Combined Cortical and Subcortical Recording and Stimulation as a Circuit-Oriented Treatment for Obsessive-Compulsive DisorderUH3NS100548 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI DOUGHERTY, DARIN D, WIDGE, ALIK S. · 2016 to 2024
$3.2M
CENTRAL THALAMIC DEEP BRAIN STIMULATION MODELSR01NS067249 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI BUTSON, CHRISTOPHER R, PFAFF, DONALD W. · 2009 to 2013
$3.2M
Central Thalamic Deep Brain Stimulation to Regulate Arousal and CognitionR01NS111019 · NINDS · WEILL MEDICAL COLL OF CORNELL UNIV · PI BAKER, JONATHAN L, PURPURA, KEITH P. · 2020 to 2023
$2.5M
NIMH NIH HHS R01 MH123634NINDS NIH HHS R01 NS067249NINDS NIH HHS R01 NS111019NINDS NIH HHS UH3 NS100548
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Mental FatigueTask Performance and AnalysisAnimalsBiomarkersBrainElectrocorticographyHumansBiomarkersECoGmachine learningmental fatiguenon-human primatestraumatic brain injuryvigilance task

Identifiers

PMID33108778
PMCPMC8122624
OpenAlexW3095788890

What OpenQuestion holds

Textmetadata
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.