Evidence map›Paper›PMID 34269609›Full record

ArticleBrain connectivity2022

Machine Learning Evidence for Sex Differences Consistently Influences Resting-State Functional Magnetic Resonance Imaging Fluctuations Across Multiple Independently Acquired Data Sets.

Obada Al Zoubi, Masaya Misaki, Aki Tsuchiyagaito, Vadim Zotev, Evan White, Martin Paulus, Jerzy Bodurka

Abstract read
In one paragraph

Article in Brain connectivity, 2022. 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. Article
  2. Article
  3. Article
  4. Sex differences in anhedonia in bipolar depression: a resting-state fMRI study.European archives of psychiatry and clinical neuroscience · 2025
    Article
  5. Article
  6. Review
  7. Review
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

7 authors.

Obada Al ZoubiLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Masaya MisakiLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Aki TsuchiyagaitoLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.ORCID 0000-0002-7606-1745
Vadim ZotevLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Evan WhiteLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Martin PaulusLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.
Jerzy BodurkaLaureate Institute for Brain Research, Tulsa, Oklahoma, USA.ORCID 0000-0003-0053-9746

Funding

Mapping the Human Connectome: Structure, Function, and HeritabilityU54MH091657 · NIMH · WASHINGTON UNIVERSITY · PI UGURBIL, KAMIL, VAN ESSEN, DAVID C · 2010 to 2014
$34.7M
The Center for Neuroscience-based Mental Health Assessment and Prediction (NEUROMAP)P20GM121312 · NIGMS · LAUREATE INSTITUTE FOR BRAIN RESEARCH · PI Maëlle Camille Marie Gueguen · 2017 to 2026
$23.7M
NEURAL MECHANISMS OF SCHIZOPHRENIAP20RR021938 · NCRR · THE MIND RESEARCH NETWORK · PI HANLON, FAITH MARIE · 2008 to 2011
$9.4M
Discovery Science of Human Brain Function Across the LifespanR01MH094639 · NIMH · NATHAN S. KLINE INSTITUTE FOR PSYCH RES · PI MILHAM, MICHAEL PETER · 2011 to 2014
$2.7M
NCRR NIH HHS P20 RR021938NIGMS NIH HHS P20 GM121312NIMH NIH HHS R01 MH094639NIMH NIH HHS U54 MH091657
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

BrainSex CharacteristicsAdultBrain MappingFemaleHumansMachine LearningMagnetic Resonance ImagingMaleOxygenReproducibility of ResultsOxygenclassificationdeep learningfMRImachine learningresting statesex

Identifiers

PMID34269609
PMCPMC9131354

What OpenQuestion holds

Textmetadata
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.