Evidence map›Paper›PMID 36534699›Full record

ArticleJournal of proteome research2023

Application of a Novel Hybrid CNN-GNN for Peptide Ion Encoding.

Kevin McDonnell, Florence Abram, Enda Howley

Open access · hybridAbstract read
In one paragraph

Article in Journal of proteome research, 2023. 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
0.8field-weighted citation impact, top 33% 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, 8 citations in OpenAlex.

  1. Article
  2. Critical evaluation of the use of artificial data for machine learning basedComputational and structural biotechnology journal · 2023
    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

3 authors at 1 institution in 1 country.

Kevin McDonnellDepartment of Information Technology, School of Computer Science, University of Galway, GalwayH91 TK33, Ireland.ORCID 0000-0002-3428-8239
Florence AbramFunctional Environmental Microbiology, School of Natural Sciences, Ryan Institute, University of Galway, GalwayH91 TK33, Ireland.
Enda HowleyDepartment of Information Technology, School of Computer Science, University of Galway, GalwayH91 TK33, Ireland.
Ollscoil na Gaillimhe – University of Galway · IE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Almost all state-of-the-art

Indexed as

AlgorithmsPeptidesAmino Acid SequenceIonsSequence Analysis, ProteinTandem Mass SpectrometryIonsPeptidesde novo peptide sequencingmachine learningmissing peaksnoise

Identifiers

PMID36534699
PMCPMC9903319
OpenAlexW4311911479

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.