Evidence map›Paper›PMID 38885676›Full record

ArticleJournal of neural engineering2024

NeurostimML: a machine learning model for predicting neurostimulation-induced tissue damage.

Yi Li, Rebecca A Frederick, Daniel George, Stuart F Cogan, Joseph J Pancrazio, Leonidas Bleris, Ana G Hernandez-Reynoso

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. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Review
  7. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Yi LiDepartment of Bioengineering, The University of Texas at Dallas, Richardson, TX, United States of America.ORCID 0000-0001-6389-7888
Rebecca A FrederickPhil and Penny Knight Campus for Accelerating Scientific Impact, University of Oregon, Eugene, OR, United States of America.ORCID 0000-0002-4788-1197
Daniel GeorgeDepartment of Computer Science, The University of Texas at Dallas, Richardson, TX, United States of America.
Stuart F CoganDepartment of Bioengineering, The University of Texas at Dallas, Richardson, TX, United States of America.ORCID 0000-0001-6316-3032
Joseph J PancrazioDepartment of Bioengineering, The University of Texas at Dallas, Richardson, TX, United States of America.ORCID 0000-0001-8276-3690
Leonidas BlerisDepartment of Bioengineering, The University of Texas at Dallas, Richardson, TX, United States of America.ORCID 0000-0002-6610-9020
Ana G Hernandez-ReynosoDepartment of Bioengineering, The University of Texas at Dallas, Richardson, TX, United States of America.ORCID 0000-0003-2961-2759

Funding

Targeted Neuroplasticity via vagus nerve stimulation to improve urinary dysfunction after spinal cord injuryK99NS135194 · NINDS · UNIVERSITY OF TEXAS DALLAS · PI HERNANDEZ-REYNOSO, ANA · 2023 to 2023
$109k
NINDS NIH HHS K99 NS135194
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Machine LearningAlgorithmsAnimalsDatabases, FactualElectric StimulationHumansmachine learningneuromodulationsafe stimulationShannon equation

Identifiers

PMID38885676
PMCPMC11641559

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.