The conflict of interest statement was erroneously given as “Authors FC, JG, NA, and EA were employed by Minutia.AI Pte. Ltd.” The correct conflict of interest statement is “Authors FC, JG and NA were employed by Minutia.AI Pte. Ltd. EA has equity and is an advisor to Minutia.AI Pte. Ltd.”
The original article has been updated.
Statements
Publisher’s note
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Summary
Keywords
structure learning, parameter learning, causal discovery algorithms, causal discovery, bayesian networks (BNs)
Citation
Canonaco F, Gaudillo J, Astrologo N, Stella F and Acerbi E (2025) Correction: A guide to bayesian networks software for structure and parameter learning, with a focus on causal discovery tools. Front. Syst. Biol. 5:1717030. doi: 10.3389/fsysb.2025.1717030
Received
01 October 2025
Accepted
10 October 2025
Published
23 October 2025
Approved by
Frontiers Editorial Office, Frontiers Media SA, Switzerland
Volume
5 - 2025
Updates
Copyright
© 2025 Canonaco, Gaudillo, Astrologo, Stella and Acerbi.
This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Correspondence: Francesco Canonaco, francesco.canonaco@minutia.ai
†These authors have contributed equally to this work and share first authorship
Disclaimer
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.