OSCR

Orbitofrontal and Medial Frontal Gray Matter Volumes Are Associated With Hyperactivity Traits in 2548 Nonclinical Adults.

Overview

Authors: Handityo Aulia Putra1,2, Kaechang Park3,4,5
ORCID iDs: Handityo Aulia Putra, Kaechang Park
  1. Department of Electrical, Electronics, and Information Engineering Nagaoka University of Technology Nagaoka Niigata Japan
  2. Department of Cyber Defense Engineering Republic of Indonesia Defense University, IPSC Sentul Bogor West Java Indonesia
  3. Research Organization for Regional Alliance Kochi University of Technology Kami Kochi Japan
  4. Department of Decoded Neurofeedback, Computational Neuroscience Laboratory Group Advanced Telecommunications Research Institute International (ATR) Kyoto Japan
  5. Faculty of Health Sciences University of Kochi Health Sciences Ohtsu Kochi Japan
Institutions: Nagaoka University (Japan); Indonesia Defense University (Indonesia); Nagaoka University of Technology (Japan); University of Kochi (Japan); CHI Health (United States); Kochi University of Technology (Japan); Advanced Telecommunications Research Institute International (Japan)
Journal: Human brain mapping, volume 47, issue 14, article e70647
Dates: received 5 April 2026; accepted 13 September 2026; published online 28 September 2026; in print October 2026
Type: Research article · Language: English
License: CC BY-NC-ND
Identifiers: DOI 10.1002/hbm.70647 · PMID 42806501 · PMCID PMC13620220 · OpenAlex W7214745410
Open access: gold, a free copy (OpenAlex)
Status: code on request (how the code is found and verified)
Categories: structural MRI / diffusion (modality), human (organism), ADHD (population), systems (subfield)
Methods: Statistics, Smoothing, state filtering, decompositions, Machine learning, Connectivity, Preprocessing
Keywords: adult, attention deficit disorder with hyperactivity, dimensional psychiatry, gray matter, impulsive behavior, magnetic resonance imaging, prefrontal cortex
MeSH: Attention Deficit Disorder with Hyperactivity*, Frontal Lobe*, Gray Matter*, Hyperkinesis*, Prefrontal Cortex*, Adult, Aged, Female, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Young Adult (* major topic)
Topic: Attention Deficit Hyperactivity Disorder (Psychiatry and Mental health, Medicine), according to OpenAlex
Funding: Japan Society for the Promotion of Science, KAKENHI (25H00762, 23K17330, 25K00301)
Citations: not cited yet (Europe PMC); 43 references in the paper
Research resources: scikit‐learn RRID:SCR_002577, RRID:SCR_007037, using SciPy RRID:SCR_008058, RRID:SCR_008394, statsmodels RRID:SCR_016074

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.

Code

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The paper's code and data availability statement is in the Data section.

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Data

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Code and data availability statement

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

  • it says that the data are available on request
  • it says that the code is available on request

Read it in the paper: doi.org/10.1002/hbm.70647.

Versions

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Version 1, 1 October 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 2 authors, 7 keywords, 13 MeSH terms, 1 funder, 43 references, 5 RRIDs.

Cite

This paper

Putra, H. A., & Park, K. (2026). Orbitofrontal and Medial Frontal Gray Matter Volumes Are Associated With Hyperactivity Traits in 2548 Nonclinical Adults. Human brain mapping, 47(14), e70647. https://doi.org/10.1002/hbm.70647

BibTeX

@article{putra2026orbitofrontal,
author = {Putra, Handityo Aulia and Park, Kaechang},
title = {{Orbitofrontal and Medial Frontal Gray Matter Volumes Are Associated With Hyperactivity Traits in 2548 Nonclinical Adults}},
journal = {Human brain mapping},
year = {2026},
month = oct,
volume = {47},
number = {14},
pages = {e70647},
publisher = {Wiley},
issn = {1065-9471},
doi = {10.1002/hbm.70647},
url = {https://doi.org/10.1002/hbm.70647},
pmid = {42806501},
pmcid = {PMC13620220}
}

RIS

TY - JOUR
AU - Putra, Handityo Aulia
AU - Park, Kaechang
TI - Orbitofrontal and Medial Frontal Gray Matter Volumes Are Associated With Hyperactivity Traits in 2548 Nonclinical Adults
T2 - Human brain mapping
J2 - Hum Brain Mapp
PY - 2026
DA - 2026/10/01
VL - 47
IS - 14
SP - e70647
SN - 1065-9471
PB - Wiley
DO - 10.1002/hbm.70647
UR - https://doi.org/10.1002/hbm.70647
LA - en
ER -

CSL-JSON

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