Crossmark

Predictive associations between brain functional connectivity, motor abilities, and executive function development in early childhood: a longitudinal machine learning study

Crossref DOI link: https://doi.org/10.1186/s12984-026-01887-x

Published Online: 2026-01-24

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Wang, Ziyu

Lu, Yao

Qin, Gang
License Information

Text and Data Mining valid from 2026-01-24

Version of Record valid from 2026-02-17
More Information

Article History

Received: 12 October 2025

Accepted: 15 January 2026

First Online: 24 January 2026

Declarations

:

: This study was approved by the Institutional Review Board of Sejong University (IRB No.: SJU-IRB-2025-032). All procedures involving human participants were conducted in accordance with the ethical standards of the institutional research committee and with the 1964 Declaration of Helsinki and its later amendments. Written informed consent was obtained from the parents or legal guardians of all participating children. Verbal assent was also obtained from the children prior to participation.

: Written informed consent was obtained from all legal guardians before the start of the study. Verbal assent was additionally acquired from children in accordance with ethical guidelines for pediatric research.

: All legal guardians of the participants provided consent for anonymized data to be used for publication.

: The authors declare no competing interests.

Document is current

Any future updates will be listed below