Evidence map›Paper›PMID 33371459›Full record

ArticleSensors (Basel, Switzerland)2020

Interpretability of Spatiotemporal Dynamics of the Brain Processes Followed by Mindfulness Intervention in a Brain-Inspired Spiking Neural Network Architecture.

Zohreh Doborjeh, Maryam Doborjeh, Mark Crook-Rumsey, Tamasin Taylor, Grace Y Wang, David Moreau, Christian Krägeloh, Wendy Wrapson, Richard J Siegert, Nikola Kasabov and 2 more

Open access · goldAbstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
2.0field-weighted citation impact, top 13% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 25 citations in OpenAlex.

  1. Pooled it
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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

12 authors at 4 institutions in 2 countries.

Zohreh DoborjehFaculty of Medical and Health Sciences, School of Population Health, Section of Audiology, The University of Auckland, Auckland 1142, New Zealand.ORCID 0000-0003-1431-8258
Maryam DoborjehInformation Technology and Software Engineering Department, Auckland University of Technology, Auckland 1010, New Zealand.
Mark Crook-RumseySchool of Psychology, Nottingham Trent University, Nottingham NG25 0QF, UK.
Tamasin TaylorFaculty of Medical and Health Sciences, The University of Auckland, Auckland 1142, New Zealand.
Grace Y WangDepartment of Psychology and Neuroscience, Auckland University of Technology, Auckland 0627, New Zealand.
David MoreauCentre for Brain Research, The University of Auckland, Auckland 1142, New Zealand.
Christian KrägelohDepartment of Psychology and Neuroscience, Auckland University of Technology, Auckland 0627, New Zealand.ORCID 0000-0002-7298-0736
Wendy WrapsonSchool of Public Health and Interdisciplinary Studies, Auckland University of Technology, Auckland 0627, New Zealand.ORCID 0000-0002-5666-3642
Richard J SiegertDepartment of Psychology and Neuroscience, Auckland University of Technology, Auckland 0627, New Zealand.
Nikola KasabovIntelligent Systems Research Centre, Ulster University, Londonderry BT48 7JL, UK.ORCID 0000-0003-4433-7521
Grant SearchfieldFaculty of Medical and Health Sciences, School of Population Health, Section of Audiology, The University of Auckland, Auckland 1142, New Zealand.
Alexander SumichSchool of Psychology, Nottingham Trent University, Nottingham NG25 0QF, UK.
Auckland University of Technology · NZUniversity of Auckland · NZNottingham Trent University · GBUniversity of Ulster · GB

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Mindfulness training is associated with improvements in psychological wellbeing and cognition, yet the specific underlying neurophysiological mechanisms underpinning these changes are uncertain. This study uses a novel brain-inspired artificial neural network to investigate the effect of mindfulness training on electroencephalographic function. Participants completed a 4-tone auditory oddball task (that included targets and physically similar distractors) at three assessment time points. In Group A (

Indexed as

Brain MappingElectroencephalographyMindfulnessNeural Networks, ComputerAdultBrainFemaleHumansMaleMiddle AgedSpatio-Temporal AnalysisYoung Adultcomputational modellingdynamic spatiotemporal brain datamindfulnessoddball-paradigm event-related potential (ERP) dataspiking neural networktarget and distractor stimuli

Identifiers

PMID33371459
PMCPMC7767448
OpenAlexW3113965116

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.