Evidence map›Paper›PMID 39419091›Full record

ArticleJournal of neural engineering2024

Neural decoding and feature selection methods for closed-loop control of avoidance behavior.

Jinhan Liu, Rebecca Younk, Lauren M Drahos, Sumedh S Nagrale, Shreya Yadav, Alik S Widge, Mahsa Shoaran

Abstract 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. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Jinhan LiuInstitute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland.ORCID 0000-0002-7887-8169
Rebecca YounkDepartment of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America.
Lauren M DrahosDepartment of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America.
Sumedh S NagraleDepartment of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America.ORCID 0000-0002-0039-9125
Shreya YadavDepartment of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America.ORCID 0009-0009-8644-9223
Alik S WidgeDepartment of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, MN, United States of America.ORCID 0000-0001-8510-341X
Mahsa ShoaranInstitute of Electrical and Micro Engineering, EPFL, Lausanne, Switzerland.ORCID 0000-0002-6426-4799

Funding

Implantable Neurostimulators for Control of Oscillatory Brain NetworksR01MH123634 · NIMH · UNIVERSITY OF MINNESOTA · PI SHOARAN, MAHSA, WIDGE, ALIK S. · 2020 to 2024
$6.7M
NIMH NIH HHS R01 MH123634
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Avoidance LearningAlgorithmsAmygdalaAnimalsMaleRatsRats, Sprague-Dawleydefensive behaviormachine learningneural decoderneuro-markerpsychiatric brain-machine interfaces

Identifiers

PMID39419091
PMCPMC11523571

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.