Diverging regulatory DNA in adaptive medical AI: US agility and EU accountability in lifecycle governance.

Lee JH, Choi B, Jeong K, Suh SW, Rhee H, Kim JH, Son DS

Open source

DOI: 10.3389/fmed.2026.1758708
Published: 2026
Container: Frontiers in medicine
Publisher: Not recorded
Open access: yes

Credibility signals

uncertain Score 53/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

cautionDOI registered: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
cautionDOI resolves: No matching Crossref record was present in this response. Source: Crossref; license: CC0 metadata
supportingDirectory of Open Access Journals: A matching record was returned by DOAJ. Source: DOAJ; license: CC0
not scoredMEDLINE indexed: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredOpenAlex core source: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredKnown publisher allow-list: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredROR affiliation: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredRetraction Watch retraction: No retraction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch expression of concern: No expression of concern notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch correction: No correction notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
not scoredRetraction Watch reinstatement: No reinstatement notice matched this DOI in the deployed snapshot. No matching event found; coverage may be incomplete. Source: Retraction Watch; license: CC BY 4.0
supportingOpen access status: Normalized open-access status: open. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
not scoredPublication license: Not checked or no result supplied; no credibility inference made. Source: No authority result supplied; license: Unknown
not scoredPublication version: A publication version was supplied but is not scored. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer
cautionMetadata completeness: 5 of 6 scored descriptive metadata groups are present; missing fields increase uncertainty. Source: Normalized work metadata; license: Caller-provided; provenance license not supplied to scorer

Cite this work

BibTeX

@article{allodium:10.3389/fmed.2026.1758708,
  title = {Diverging regulatory DNA in adaptive medical AI: US agility and EU accountability in lifecycle governance.},
  author = {Lee JH and Choi B and Jeong K and Suh SW and Rhee H and Kim JH and Son DS},
  year = {2026},
  journal = {Frontiers in medicine},
  doi = {10.3389/fmed.2026.1758708},
  url = {https://doi.org/10.3389/fmed.2026.1758708}
}

RIS

TY  - JOUR
TI  - Diverging regulatory DNA in adaptive medical AI: US agility and EU accountability in lifecycle governance.
AU  - Lee JH
AU  - Choi B
AU  - Jeong K
AU  - Suh SW
AU  - Rhee H
AU  - Kim JH
AU  - Son DS
PY  - 2026
JO  - Frontiers in medicine
DO  - 10.3389/fmed.2026.1758708
UR  - https://doi.org/10.3389/fmed.2026.1758708
ER  -

APA

JH, L., B, C., K, J., SW, S., H, R., JH, K., & DS, S. (2026). Diverging regulatory DNA in adaptive medical AI: US agility and EU accountability in lifecycle governance.. Frontiers in medicine. https://doi.org/10.3389/fmed.2026.1758708

Source records

pubmed · retrieved 2026-09-26T10:36:29.522Z
europe-pmc · retrieved 2026-09-26T10:36:29.545Z
doaj · retrieved 2026-09-26T10:36:29.517Z