OSCR

Altered flow of information in attention-deficit/hyperactivity disorder.

Code ↔ Paper

The paper beside its authors' code: matches between them have not been computed for this paper yet.

Paper

Loaded from Europe PMC by your browser, not stored by OSCR: doi.org · Europe PMC

The paper is loaded when this pane is shown.

The authors' code

MATLAB · 43 lines · 1.5 KB · gpl

The registry keeps no copy of this file: the license of its repository (gpl) is not one it has verified to allow it. Your browser shows it from its source, with JavaScript.

It can be read at the source: course/Module01-Entropy/MatlabSimpleFunctions/completed/conditionalentropy.m.

Overview

Authors: Soheil Keshmiri1, Seann Wang2, Bernd Kuhn1
ORCID iDs: Soheil Keshmiri, Seann Wang, Bernd Kuhn
  1. Optical Neuroimaging Unit, Okinawa Institute of Science and Technology, Okinawa, Japan
  2. Biological Nonlinear Dynamics Data Science Unit, Okinawa Institute of Science and Technology, Okinawa, Japan
Institutions: Okinawa Institute of Science and Technology Graduate University (Japan)
Journal: Translational psychiatry, volume 16, issue 1, article 327
Dates: received 16 December 2025; accepted 30 April 2026; published online 11 May 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1038/s41398-026-04080-9 · PMID 42115201 · PMCID PMC13328460 · OpenAlex W7160847010
Open access: gold, a free copy (OpenAlex)
Status: code verified
Categories: human (organism), ADHD (population)
Methods: Spectral & time-frequency, Statistics, Machine learning, Preprocessing, Connectivity, fMRI & imaging
Keywords: Neuroscience, ADHD
MeSH: Attention Deficit Disorder with Hyperactivity*, Brain*, Nerve Net*, Adolescent, Brain Mapping, Child, Female, Humans, Magnetic Resonance Imaging, Male, Neural Pathways, Visual Cortex (* major topic)
Topic: Attention Deficit Hyperactivity Disorder (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: MEXT | Japan Society for the Promotion of Science (22K11465)
Citations: not cited yet (Europe PMC); 103 references in the paper

Abstract

The abstract is not reproduced here: the paper's license (CC BY-NC-ND) does not allow it. Read it in the paper, at the publisher or on Europe PMC.

Repository

Its files are read in the Code ↔ Paper reader above.

jlizier/jidt

License: gpl
State: the link answers, verified on 28 September 2026
Evidence: files inventoried
Commit: 1ca832235e64ae5b3a482dc0ead6f9b2ff2a0456, 3 August 2026
Languages: Java (318), MATLAB (147), Jupyter (41), Python (25), Shell (18), R (6), C/C++ (5), C (5), CUDA (4), Julia (4), C++ (2)
Size: 799 files, 575 scripts
Software Heritage: archived
Found in: “Code availability”
Holds: README, license file, tests, 60 notebooks
Not found: CITATION.cff, environment file, continuous integration, documentation
Tools: NumPy (48 files), Matplotlib (44 files), Statistics and Machine Learning Toolbox (5 files), SciPy (5 files), pandas (4 files), PyTorch (3 files)
Availability: 1 check, the latest on 28 September 2026: the link answers
  • 28 September 2026: the link answers
576 files, not copied: shown from their source

OSCR keeps no copy of these files: the license of this repository (gpl) is not one it has verified to allow it. The reader above shows each one from its source, fetched by your browser at commit 1ca8322, when its fingerprint is the one OSCR verified. How this works.

At the source: github.com/jlizier/jidt

Code availability statement

The paper has a code availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

Read it in the paper: doi.org/10.1038/s41398-026-04080-9.

Tracing map

Proposed by the machine: these links were found in the paper and verified at the source, without human review. The map will receive a Zenodo DOI once one of the paper's authors has validated it with their ORCID.

What the map holds:

  • 1 repository of the authors' code, each at its verified commit, with its license and how the link was found in the paper;
  • 575 scripts, each with its path and the digest of its content;
  • no match between paragraphs and code yet;
  • neither the text of the paper nor the code itself.

Its JSON (tracing-map.json) is deposited on Zenodo with its DOI once the map is validated.

Data

No dataset and no data link were found in the paper.

Data availability statement

The paper has a data availability statement. Its license (CC BY-NC-ND) does not allow reproducing it here; in short, from what the harvester recognized in it:

  • no repository, dataset or request procedure was recognized in it

Read it in the paper: doi.org/10.1038/s41398-026-04080-9.

Versions

The history of this record: each version stored by the harvester or made by a correction of its authors or of the maintainers of its code, and what changed in its facts. The texts of the paper (its abstract, its availability statements) are not part of it; versions that changed only those are not listed.

Version 1, 28 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 3 authors, 2 keywords, 12 MeSH terms, 1 funder, 83 references.

Cite

This paper

Keshmiri, S., Wang, S., & Kuhn, B. (2026). Altered flow of information in attention-deficit/hyperactivity disorder. Translational psychiatry, 16(1), 327. https://doi.org/10.1038/s41398-026-04080-9

BibTeX

@article{keshmiri2026altered,
author = {Keshmiri, Soheil and Wang, Seann and Kuhn, Bernd},
title = {{Altered flow of information in attention-deficit/hyperactivity disorder}},
journal = {Translational psychiatry},
year = {2026},
month = may,
volume = {16},
number = {1},
pages = {327},
publisher = {Nature Publishing Group},
issn = {2158-3188},
doi = {10.1038/s41398-026-04080-9},
url = {https://doi.org/10.1038/s41398-026-04080-9},
pmid = {42115201},
pmcid = {PMC13328460}
}

RIS

TY - JOUR
AU - Keshmiri, Soheil
AU - Wang, Seann
AU - Kuhn, Bernd
TI - Altered flow of information in attention-deficit/hyperactivity disorder
T2 - Translational psychiatry
J2 - Transl Psychiatry
PY - 2026
DA - 2026/05/11
VL - 16
IS - 1
SP - 327
SN - 2158-3188
PB - Nature Publishing Group
DO - 10.1038/s41398-026-04080-9
UR - https://doi.org/10.1038/s41398-026-04080-9
LA - en
ER -

CSL-JSON

{
"id": "10.1038/s41398-026-04080-9",
"type": "article-journal",
"title": "Altered flow of information in attention-deficit/hyperactivity disorder",
"container-title": "Translational psychiatry",
"author": [
{
"family": "Keshmiri",
"given": "Soheil"
},
{
"family": "Wang",
"given": "Seann"
},
{
"family": "Kuhn",
"given": "Bernd"
}
],
"container-title-short": "Transl Psychiatry",
"volume": "16",
"issue": "1",
"page": "327",
"DOI": "10.1038/s41398-026-04080-9",
"PMID": "42115201",
"PMCID": "PMC13328460",
"ISSN": "2158-3188",
"publisher": "Nature Publishing Group",
"URL": "https://doi.org/10.1038/s41398-026-04080-9",
"language": "en",
"issued": {
"date-parts": [
[
2026,
5,
11
]
]
}
}

The tracing map gets a citation of its own once an author has validated it and it has a DOI.

Similar papers

The papers with a page that share the most with this one: the tools found in their code, their categories, datasets, cited references and authors, the rarest counting most.

[1] doi:10.1186/s40708-026-00312-2 [code]
Synergistic and redundant information dynamics exhibit dissociable alterations across schizophrenia and neurodevelopmental conditions.
Journal: Brain informatics
In common: Statistics and Machine Learning Toolbox, pandas, Matplotlib, 1 other tool, ADHD, 8 references
[2] doi:10.1038/s41467-026-76011-7 [code]
Human cortex organizes dynamic co-fluctuations along the sensorimotor-association axis.
Journal: Nature communications
In common: PyTorch, Statistics and Machine Learning Toolbox, SciPy, 2 other tools, 3 references
[3] doi:10.1038/s41467-026-75959-w [code]
Charting higher-order models of brain function beyond pairwise interactions.
Journal: Nature communications
In common: Statistics and Machine Learning Toolbox, pandas, SciPy, 2 other tools, 4 references
[4] doi:10.1038/s41467-026-76452-0 [code]
Music evokes shared neural representations of imagined narratives across sensory modalities.
Journal: Nature communications
In common: PyTorch, Statistics and Machine Learning Toolbox, pandas, 3 other tools, 3 references
[5] doi:10.1038/s41398-026-04426-3 [code]
Resting-state brain age is associated with cognitive and sensorimotor abnormalities in schizophrenia spectrum disorders: a validation & longitudinal study.
Journal: Translational psychiatry
In common: pandas, NumPy, 5 references
[6] doi:10.1038/s41467-026-75661-x [code]
A neural signature of sleep deprivation in the human brain.
Journal: Nature communications
In common: pandas, SciPy, Matplotlib, 1 other tool, 4 references
[7] doi:10.1016/j.nicl.2026.104011 [code]
Altered temporal organization of neural response dynamics during attention processing differentiates ADHD subtypes in children.
Journal: NeuroImage. Clinical
In common: Statistics and Machine Learning Toolbox, ADHD, 3 references
[8] doi:10.1162/imag.a.1275 [code]
Glucose metabolism echoes long-range temporal correlations in the human brain.
Journal: Imaging neuroscience (Cambridge, Mass.)
In common: Statistics and Machine Learning Toolbox, pandas, SciPy, 2 other tools, 3 references
[9] doi:10.1002/advs.202523009 [code]
Personalized Network-Guided Neuromodulation Enhances Human Working Memory.
Journal: Advanced science (Weinheim, Baden-Wurttemberg, Germany)
In common: Statistics and Machine Learning Toolbox, pandas, SciPy, 2 other tools, 3 references
[10] doi:10.1371/journal.pbio.3003856 [code]
Aging and metabolism contribute separately to brain-body health.
Journal: PLoS biology
In common: PyTorch, Statistics and Machine Learning Toolbox, pandas, 3 other tools, 2 references

Contribute

The authors of this paper can claim it, correct its record and validate its tracing map, and the maintainers of its code (its owner, or a public member of its organization) correct what it says of their repository; anyone signed in can ask for its removal. Every request goes to OSCR's own machine, which answers it; your account page follows them.

Sign in with ORCID to claim this paper as one of its authors, correct its record or validate its tracing map: when the paper's metadata lists your ORCID iD, you are recognized at once. Maintainers of its code: sign in with GitHub, then claim the repository on your account page.

Request its removal

To ask OSCR to remove this record, the copies of its authors' scripts or its tracing map, use the removal request page: signed in, you say who you are, what to remove and why, then review and confirm the request. Published rules decide every request (how).

Discussion, reproductions, activity

Discussion: questions and error reports about this paper and its code, from signed-in readers and its authors. It opens with sign-in.

Reproductions: reports from readers who ran the authors' code: what they reproduced, with which environment, commit and data. It opens with sign-in.

Activity: what happens around this paper: new versions of its record, its map's validation, discussions and reproductions. It opens with sign-in.