Evidence map›Paper›PMID 30793085›Full record

ArticleNetwork neuroscience (Cambridge, Mass.)2019

Connectome sorting by consensus clustering increases separability in group neuroimaging studies.

Javier Rasero, Ibai Diez, Jesus M Cortes, Daniele Marinazzo, Sebastiano Stramaglia

Abstract read
In one paragraph

Article in Network neuroscience (Cambridge, Mass.), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Metastable Resting State Brain Dynamics.Frontiers in computational neuroscience · 2019
    Article
  6. 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.

Javier RaseroBiocruces Health Research Institute, Hospital Universitario de Cruces, Barakaldo, Spain.
Ibai DiezFunctional Neurology Research Group, Department of Neurology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.
Jesus M CortesBiocruces Health Research Institute, Hospital Universitario de Cruces, Barakaldo, Spain.
Daniele MarinazzoFaculty of Psychology and Educational Sciences, Department of Data Analysis, Ghent University, Ghent, Belgium.
Sebastiano StramagliaDipartimento di Fisica, Universitá degli Studi "Aldo Moro" Bari, Italy.ORCID https://orcid.org/0000-0002-5873-8564

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

A fundamental challenge in preprocessing pipelines for neuroimaging datasets is to increase the signal-to-noise ratio for subsequent analyses. In the same line, we suggest here that the application of the consensus clustering approach to brain connectivity matrices can be a valid additional step for

Indexed as

Brain connectivityClassificationConsensus clusteringUnsupervised learning

Identifiers

PMID30793085
PMCPMC6370473

What OpenQuestion holds

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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.