Evidence map›Paper›PMID 38232377›Full record

ArticleJournal of neural engineering2024

A machine learning approach for real-time cortical state estimation.

David A Weiss, Adriano Mf Borsa, Aurélie Pala, Audrey J Sederberg, Garrett B Stanley

Open access · hybridAbstract read
In one paragraph

Article in Journal of neural engineering, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
1.0field-weighted citation impact, top 28% 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

2 citing papers in PubMed, 4 citations in OpenAlex.

  1. Article
  2. Article
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 3 institutions in 1 country.

David A WeissProgram in Bioengineering, Georgia Institute of Technology, Atlanta, GA, United States of America.ORCID 0000-0002-7494-2987
Adriano Mf BorsaProgram in Bioengineering, Georgia Institute of Technology, Atlanta, GA, United States of America.ORCID 0000-0003-0860-4565
Aurélie PalaDepartment of Biology, Emory University, Atlanta, GA, United States of America.ORCID 0000-0002-9910-8470
Audrey J SederbergDepartment of Neuroscience, University of Minnesota Medical School, Minneapolis, MN, United States of America.
Garrett B StanleyWallace H Coulter Department of Biomedical Engineering, Georgia Institute of Technology and Emory University, Atlanta, GA, United States of America.ORCID 0000-0003-2039-7706
Georgia Institute of Technology · USEmory University · USUniversity of Minnesota Medical Center · US

Funding

Thalamocortical state control of tactile sensing: Mechanisms, Models, and BehaviorR01NS104928 · NINDS · GEORGIA INSTITUTE OF TECHNOLOGY · PI STANLEY, GARRETT B. · 2018 to 2022
$2.1M
Training in Computational Neural EngineeringT32EB025816 · NIBIB · GEORGIA INSTITUTE OF TECHNOLOGY · PI Michael Robert Borich, Christopher John Rozell · 2019 to 2026
$1.9M
CRCNS: Closed-Loop Computational Neuroscience for Causally Dissecting CircuitsR01NS115327 · NINDS · GEORGIA INSTITUTE OF TECHNOLOGY · PI ROZELL, CHRISTOPHER JOHN, STANLEY, GARRETT B. · 2019 to 2023
$1.6M
Feedback and feedforward gating of sensory signaling through timing in the thalamocortical loopRF1NS128896 · NINDS · GEORGIA INSTITUTE OF TECHNOLOGY · PI STANLEY, GARRETT B. · 2022 to 2022
$1.6M
Crossing space and time: uncovering the nonlinear dynamics of multimodal and multiscale brain activityR01EB029857 · NIBIB · EMORY UNIVERSITY · PI KEILHOLZ, SHELLA D, STANLEY, GARRETT B. · 2020 to 2021
$1.3M
Interhemispheric interactions underlying bilateral somatosensationR21NS112783 · NINDS · GEORGIA INSTITUTE OF TECHNOLOGY · PI STANLEY, GARRETT B. · 2020 to 2021
$428k
NIBIB NIH HHS R01 EB029857NIBIB NIH HHS T32 EB025816NINDS NIH HHS R01 NS104928NINDS NIH HHS R01 NS115327NINDS NIH HHS R21 NS112783NINDS NIH HHS RF1 NS128896
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

AlgorithmsBrain-Computer InterfacesElectrophysiological PhenomenaMachine LearningSoftwarecortical statelatent dynamicsLFPmachine learningvariability

Identifiers

PMID38232377
PMCPMC10868597
OpenAlexW4390937320

What OpenQuestion holds

Textmetadata
LicenceTDM
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.